Edge AI: highly optimized AI engines to analyze text, image, video, sound and time series data. Detecting shapes & patterns. Advanced data analytics. Solutions for IoT/ edge, Cloud and on-premise configurations.
More: www.byteLAKE.com
byteLAKE's AI Products (use cases) (short)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
Benefits offered by byteLAKE’s Cognitive Services
Accelerate Data Analytics
- Processing data from various sources, including images, videos, and sensors.
Automate Quality Inspection
- Ensuring high accuracy in inspecting products and processes.
- Eliminating potential human errors for consistent and reliable results.
- Increasing overall quality and reliability.
Optimize Operations and Maintenance
- Reducing unnecessary inspections and lowering maintenance costs.
- Predicting potential failures and downtimes.
Continuous Monitoring
- Offering 24/7/365 monitoring without boredom or distraction.
- Offloading and supporting human operators.
Easy Replication
- Enabling quick deployment.
- Functioning offline without an internet connection.
Continuous Improvement
- The solution can learn and improve over time.
AI in Manufacturing - benefits
Enhanced Productivity
- Streamlining processes for increased productivity.
- Efficient resource allocation based on real-time data.
Customization and Adaptability
- Tailoring AI models to specific manufacturing requirements.
- Adapting to changing production needs seamlessly.
Reduced Downtime
- Minimizing production downtime through predictive maintenance.
- Optimizing machine uptime and reliability.
Data-Driven Decision-Making
- Empowering decision-makers with actionable insights.
- Enabling data-driven strategies for process improvement.
Consistent Quality Control Across the Organization
- Ensuring consistent product quality throughout the production process.
- Meeting industry standards and regulations effortlessly.
Licensing & Cost of Deployment
Cognitive Services
Licensing (annual)
- Annual/monthly licensing plans for Cognitive Services, including upgrades, customer care, and support.
AI Model Development (one time)
- Costs for AI model training and calibration.
- Data Management
- Expenses related to data collection and cleaning.
Hardware, integration, other )one time)
byteLAKE's AI Products (use cases) - presentationbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's AI Products for Industries (2024-02)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's CFD Suite (AI-accelerated CFD) (2024-02)byteLAKE
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive...byteLAKE
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Self-Checkout for Restaurants / AI Restaurants (2024-02)byteLAKE
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Self-Checkout (AI for Restautants) - case study by byteLAKE's partner: SimprabyteLAKE
This is a case study one-pager prepared by byteLAKE's partner: Simpra.
Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
byteLAKE: Sztuczna Inteligencja dla Przemysłu i UsługbyteLAKE
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
byteLAKE's AI Products (use cases) (short)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
Benefits offered by byteLAKE’s Cognitive Services
Accelerate Data Analytics
- Processing data from various sources, including images, videos, and sensors.
Automate Quality Inspection
- Ensuring high accuracy in inspecting products and processes.
- Eliminating potential human errors for consistent and reliable results.
- Increasing overall quality and reliability.
Optimize Operations and Maintenance
- Reducing unnecessary inspections and lowering maintenance costs.
- Predicting potential failures and downtimes.
Continuous Monitoring
- Offering 24/7/365 monitoring without boredom or distraction.
- Offloading and supporting human operators.
Easy Replication
- Enabling quick deployment.
- Functioning offline without an internet connection.
Continuous Improvement
- The solution can learn and improve over time.
AI in Manufacturing - benefits
Enhanced Productivity
- Streamlining processes for increased productivity.
- Efficient resource allocation based on real-time data.
Customization and Adaptability
- Tailoring AI models to specific manufacturing requirements.
- Adapting to changing production needs seamlessly.
Reduced Downtime
- Minimizing production downtime through predictive maintenance.
- Optimizing machine uptime and reliability.
Data-Driven Decision-Making
- Empowering decision-makers with actionable insights.
- Enabling data-driven strategies for process improvement.
Consistent Quality Control Across the Organization
- Ensuring consistent product quality throughout the production process.
- Meeting industry standards and regulations effortlessly.
Licensing & Cost of Deployment
Cognitive Services
Licensing (annual)
- Annual/monthly licensing plans for Cognitive Services, including upgrades, customer care, and support.
AI Model Development (one time)
- Costs for AI model training and calibration.
- Data Management
- Expenses related to data collection and cleaning.
Hardware, integration, other )one time)
byteLAKE's AI Products (use cases) - presentationbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's AI Products for Industries (2024-02)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's CFD Suite (AI-accelerated CFD) (2024-02)byteLAKE
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive...byteLAKE
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Self-Checkout for Restaurants / AI Restaurants (2024-02)byteLAKE
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Self-Checkout (AI for Restautants) - case study by byteLAKE's partner: SimprabyteLAKE
This is a case study one-pager prepared by byteLAKE's partner: Simpra.
Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
byteLAKE: Sztuczna Inteligencja dla Przemysłu i UsługbyteLAKE
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu (SI; ang. AI, Artificial Intelligence). W byteLAKE korzystamy z najnowocześniejszych technologii do automatyzacji kontroli jakości oraz analityki danych, dostosowanych do sektorów produkcji, motoryzacji, papierniczego, chemicznego oraz energetycznego. Dodatkowo, w branży restauracyjnej i detalicznej, skutecznie rozpoznajemy produkty oraz umożliwiamy tworzenie kas samoobsługowych.
Nasze produkty:
► byteLAKE's CFD Suite wykorzystuje sztuczną inteligencję, aby przyspieszyć symulacje z zakresu obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), co pozwala na skrócenie czasu potrzebnego do ich przeprowadzenia. Dzięki temu uzyskujemy oszczędności kosztów oraz umożliwiamy szybkie podejmowanie kluczowych decyzji. Więcej informacji na stronie: www.byteLAKE.com/en/CFDSuite (strona w języku angielskim).
► byteLAKE's Cognitive Services: Wykorzystaj pełny potencjał Przemysłu 4.0 dzięki naszemu kompleksowemu zestawowi rozwiązań opartych na SI.
• Przemysł Produkcyjny: Wykorzystaj analizę obrazów do precyzyjnej kontroli wizualnej procesów, części, komponentów i produktów, zapewniając doskonałą kontrolę jakości i minimalizując błędy. Dowiedz się więcej na stronie www.byteLAKE.com/pl/produkcja.
• Przemysł Motoryzacyjny: Wykorzystaj analizę dźwięku do oceny i analizy jakości silników samochodowych, umożliwiając proaktywną inspekcję jakości i zapobiegając potencjalnym problemom. Odkryj więcej na stronie www.byteLAKE.com/pl/samochodowy.
• Przemysł Papierniczy: Wykorzystaj zaawansowane kamery do ciągłego monitorowania procesu produkcji papieru, dokładnie wykrywając i analizując linię mokrą. Optymalizuj produkcję, zmniejszaj odpady i zwiększaj efektywność. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/papierniczy.
• Analityka Danych: Wykorzystaj nasz moduł SI do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. Przekształć dane z różnych źródeł (czujniki IoT, dokumenty, prognozy pogody online itp.) w wartościowe informacje, umożliwiające podejmowanie lepszych decyzji. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/AnalitykaDanych.
• Restauracje / Detal: Uprość i przyspiesz proces płatności dzięki naszemu rozwiązaniu dla kas samoobsługowych. Nasz moduł SI jest w stanie rozpoznać posiłki i produkty spożywcze, przesyłając listę bezpośrednio do kasy. Skróć kolejki i czas oczekiwania, zwiększając satysfakcję klientów. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/SI-dla-Restauracji.
Poznaj wszystkie możliwości, jakie oferują rozwiązania oparte na sztucznej inteligencji. Więcej informacji o Cognitive Services od byteLAKE znajdziesz na stronie: www.byteLAKE.com/pl/CognitiveServices.
► Oprogramowanie SI na Zamówienie
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
Advanced Quality Inspection and Data Insights (Artificial Intelligence)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Applying Industrial AI Models to Product Quality InspectionbyteLAKE
Seamlessly integrate AI, sensors, and real-time insights for
Predictive Maintenance and the superior Quality Control you are looking for. Elevate your operations with byteLAKE's AI-powered solution.
This article originally appeared on insight.tech: https://www.insight.tech/industry/applying-industrial-ai-models-to-product-quality-inspection
About the Author
Pedro Pereira has covered technology for a quarter century. He has freelanced for some of the biggest names in IT publishing and an extensive list of marketing agencies and technology vendors. He was a pioneer in covering managed services and cloud computing, and currently writes about cybersecurity, IoT, cloud, and space. He holds a degree in Journalism from UMass/Amherst.
Learn more:
https://bit.ly/45gUQVX
via @insight.tech
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's expertise across NVIDIA architectures and configurationsbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
CFD Suite (AI-accelerated CFD) - Sztuczna Inteligencja Przyspiesza Symulacje ...byteLAKE
X Kongres #PolskaChemia za nami! Razem z AB Innovation Designer zaprezentowaliśmy rozwiązania #IT dla przemysłu chemicznego. Poniżej nagranie z naszego wystąpienia na temat: CFD Suite (AI-accelerated CFD), #SztucznaInteligencja #SI Przyspiesza Symulacje #CFD.
Prezentacja dostępna jest tutaj: https://www.slideshare.net/byteLAKE/cfd-suite-aiaccelerated-cfd-sztuczna-inteligencja-przyspiesza-symulacje-cfd-prezentacja
Nagranie: https://youtu.be/XxFSLZBwgys
Więcej informacji o byteLAKE:
byteLAKE: Rozwiązania oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence). Produkty AI dla przemysłu produkcyjnego, motoryzacyjnego, restauracyjnego, papierniczego i chemicznego.
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnych branż. Nasz zestaw narzędzi CFD Suite przyspiesza symulacje dot. obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), skracając ich czas z godzin do minut - co pozwala zaoszczędzić koszty i szybciej podejmować decyzje. Usługi Cognitive Services usprawniają procesy produkcyjne oferując automatyczną inspekcję wizualną, w motoryzacji potrafią dokonać oceny jakości silników a w przemyśle papierniczym monitorować i analizować tzw. linię mokrą. Cognitive Services zawierają również zaawansowany moduł do analizy danych z czujników (IoT, ang. Internet of Things), który stanowi bazę systemów Predictive Maintenance, pozwalających uniknąć awarii, wykrywających ryzyka oraz generujących alarmy i umożliwiających optymalizację działania złożonych infrastruktur. W restauracjach nasze oprogramowanie rozpoznaje posiłki i umożliwia zbudowanie kas samoobsługowych, skracając czas oczekiwania. Tworzymy także oprogramowanie na zamówienie, które przy pomocy algorytmów SI/AI umożliwia precyzyjną analizę obrazów, filmów, dźwięków i danych z czujników. Zapraszamy do odwiedzenia naszej strony internetowej www.byteLAKE.pl. Angielska wersja strony: www.byteLAKE.com.
#AI #ArtificialIntelligence #FluidDynamics #OpenFOAM #Chemia #Technologia #Przemysł #Webinar #Symulacje #Fabryka #Produkcja #Manufacturing #Automotive #Industry40
byteLAKE's Scan&GO - Self-Check-Out Solution for Retail (EuroShop'23)byteLAKE
Introducing Cognitive Services for Restaurants: a powerful add-on software that revolutionizes your operations. Seamlessly recognizing meals and instantly transmitting a comprehensive list to the cashier's machine, this innovative solution is designed to elevate your restaurant experience.
Combined with the Simpra Suite, a comprehensive software package tailored for hotels and restaurants, you unlock a wealth of benefits. From efficient payment processing and order management to seamless reservations, inventory control, and loyalty program administration, Simpra Suite empowers you to streamline your entire operation with ease.
With Cognitive Services for Restaurants and Simpra Suite, you can:
► Enhance Efficiency: Optimize your workflow by automating meal recognition and instantly relaying information to the cashier's machine. Say goodbye to manual processes, reducing errors and saving valuable time.
► Improve Customer Experience: Delight your customers with swift and accurate transactions. By effortlessly managing payments, orders, reservations, and loyalty programs, you can provide a seamless and personalized dining experience.
► Boost Operational Productivity: Take control of your inventory, streamline operations, and gain valuable insights into your business performance. Simpra Suite enables you to make data-driven decisions and optimize your resources effectively.
Experience the power of Cognitive Services for Restaurants bundled with Simpra Suite—an all-encompassing software solution designed to transform your restaurant into a well-oiled machine. Elevate your customer service, increase efficiency, and unlock the full potential of your establishment. Contact us today to explore how our comprehensive suite of tools can revolutionize your business.
Learn more:
• byteLAKE's Cognitive Services for Restaurants: https://www.bytelake.com/en/AI4Restaurants (EN) and https://www.bytelake.com/pl/SI-dla-Restauracji (PL)
• Simpra Suite: www.SimpraSuite.com and www.GetSimpra.com
• Videos:
o EuroGastro'23: https://youtu.be/vY5w6kdy3io
o EuroShop'23: https://youtu.be/RsxTBjaTl2E
o Explainer video: https://youtu.be/FZmfGUyvZtk
Empowering Industries with byteLAKE's High-Performance AIbyteLAKE
Here's our latest #whitepaper we created in collaboration with our amazing friends and partners from Intel Corporation and Lenovo and Lenovo Infrastructure Solutions Group.
► Key Takeaways:
• We have optimized #byteLAKE's #CognitiveServices to #OpenVINO which for #ComputerVision related scenario translated into 8x improved performance. #VNNI (Vector Neural Network Instructions, being part of Intel® Deep Learning Boost i.e. i7 12 gen.) delivered an additional 3x improvement in performance. Both totaled in 8*3 = 24x increase in performance.
• Cognitive Services is also about #data analytics for advanced data analytics (#IoT) to keep operations running smoothly and #PredictiveMaintenance, preventing unplanned downtimes. Here we optimized our algorithms with scikit-learn-intelex which translated into speedups ranging from 1.12 to 22.14 for #AI training and up to 21.17 during inference, depending on the scenario, data types, and sizes.
• Deployment on #Lenovo's #Edge portfolio: we are excited to announce that byteLAKE's Cognitive Services are now seamlessly deployable across the complete range of Lenovo's Edge portfolio. Starting from the #ThinkEdge SE10/SE50 and spanning all the way up to the ThinkEdge SE450 Edge Server, this compatibility encompasses the utilization of Intel® Core™ i7 processor, Intel® Xeon® processors, as well as the latest Intel® #DataCenter #GPU Flex Series #IntelGPU.
• The scalability empowers our customers to effortlessly enhance the performance of their AI workloads by incorporating more powerful #CPUs and #GPUs.
► What's next?
Benchmark results for #IntelGPU. Learn more here: www.linkedin.com/feed/update/urn:li:activity:7064245763471478784 and here: https://www.linkedin.com/feed/update/urn:li:activity:7062790707945611264.
Thank you for all the support in the project: Kristina Macakova, David Clarke, Valerio Rizzo, PhD, Nicholas Borsotto, Andrzej Jankowski, Walter Riviera.
Learn more:
Cognitive Services for Manufacturing #Manufacturing #Industry4.0
www.byteLAKE.com/en/manufacturing
Cognitive Services for Automotive #Automotive #Quality
www.byteLAKE.com/en/automotive
Cognitive Services for Paper Industry #PaperIndustry #PaperMaking #WaterLine
www.bytelake.com/en/ai-for-paper-industry/
Cognitive Services for Restaurants #Restaurant #Hotel #Retail #SelfCheckOut
www.bytelake.com/en/AI4Restaurants
NEW: Cognitive Services includes an IoT/data analytics module for advanced predictive maintenance, preventing unplanned downtimes and ensuring smooth operations i.e. triggering an alarm when risky situations are detected or suggesting optimal configurations for large-scale infrastructures. More details on this new functionality will be shared in Q4 2023.
More: www.byteLAKE.com
Learn more: www.byteLAKE.com
Automatyczny Monitoring Jakości w Fabryce (Sztuczna Inteligencja, byteLAKE)byteLAKE
Automatyczny Monitoring Jakości w Fabryce, czyli jak wykorzystać kamery, mikrofony i czujniki oraz algorytmy uczenia maszynowego (ang. machine learning) czy głębokiego uczenia (ang. deep learning) by zautomatyzować kontrolę jakości oraz inspekcję produktów i procesów w przemyśle.
Dzięki algorytmom sztucznej inteligencji (SI, ang. artificial intelligence, AI) oraz danym z czujników możemy uzyskać odpowiedzi na pytania: dlaczego coś się dzieje? co się prawdopodobnie stanie? jakie są trendy?
Kamery i mikrofony stają się naszymi oczami i uszami, dzięki którym możemy zliczyć obiekty, sprawdzić ich jakość, zidentyfikować problemy typu popsute łożysko, zły kolor, brak etykiety, rysa, pęknięcie.
Dodatkowo możemy odczytać numery identyfikacyjne oraz zautomatyzować procesy kontroli jakości, logistyczne lub uzyskać informację o aktualnej sytuacji w fabryce np. czy w trakcie produkcji papieru tzw. linia mokra nie przekroczyła krytyczne rozmiary, czy w danej strefie nie jest zagrożone bezpieczeństwo pracowników.
Podobne algorytmy znajdują zastosowanie także w innych branżach np. w hotelarskiej czy restauracyjnej. Tutaj kamery mogą przeanalizować produkty wybrane przez klientów i przyspieszyć proces kompletowania listy na rachunku. Dodatkowo mogą na bieżąco zliczać wolne miejsca, monitorować postęp konsumpcji i podpowiedzieć obsłudze komu sprzątnąć stolik lub w której strefie warto dopytać o uzupełnienie napojów.
Uzupełnieniem prezentacji jest poniższy odcinek podcastu, który nagraliśmy razem z Lenovo: https://www.podbean.com/ew/pb-tvcca-11d645e
Więcej na stronach byteLAKE: www.byteLAKE.com, www.byteLAKE.pl oraz na naszym blogu: www.byteLAKE.com/en/blog.
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark)byteLAKE
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark).
This report summarizes byteLAKE’s benchmark results of the recommended hardware platform for byteLAKE’s CFD Suite’s AI training at the Edge. Key takeaways are at the end of the report.
About the product:
• CFD Suite: AI-accelerated Computational Fluid Dynamics. In the chemical industry, it reduces mixing simulation time from hours to minutes.
Related blog posts:
1. https://becominghuman.ai/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-part-1-3-a6c72130b1b7
2. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-part-574f4663338e
3. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-3-3-1a5abbba552c
More: https://www.byteLAKE.com/en/CFDSuite and https://www.byteLAKE.com/en/AI4CFD-toc (blog post series).
byteLAKE
Artificial Intelligence for Industries. AI Products for Manufacturing, Automotive, Restaurants, Paper, and Chemical Industries.
About byteLAKE
We are a software company, focused on building Artificial Intelligence products for various industries. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offers a collection of pre-trained AI models for Industry 4.0 and Restaurants. In manufacturing, these are used to visually inspect processes, parts, components, or products. In automotive, Cognitive Services leverages microphones to assess the quality of car engines. In the paper industry, Cognitive Services leverages cameras to monitor the papermaking process and detect, measure, and analyze the wet line. In restaurants, Cognitive Services typically acts as an add-on software that recognizes meals and sends a list of these to the cashier's machine, ultimately reducing lines and the overall waiting time. The company also offers custom AI software development for real-time analytics of images, videos, sounds, and time-series data. To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
AI in Manufacturing: moving AI from Idea to ExecutionbyteLAKE
#AI and #HPC convergence is here and is here to stay and accelerate innovations across industries. The increased availability of data, hardware advancements leading to increased computational capabilities, and new algorithms and mathematical models have collectively resulted in the accelerated AI expansion in all sorts of applications. This, however, creates high computational needs which naturally have been more and more successfully addressed by HPC (High-Performance Computing). In that sense, AI & HPC complement each other. HPC infrastructure is often used to train AI’s powerful algorithms by leveraging huge amounts of sample data (training set) and in that way enables AI models (trained algorithms) to recognize shapes, objects (machine vision), find answers hidden in the data (predictive maintenance, data analytics) or accelerate time to results (predict the outcome of complex engineering simulations).
We at byteLAKE have been closely working with Lenovo, Lenovo Infrastructure Solutions Group, Intel Corporation, NVIDIA and many more to ensure that our AI-powered products not only help our clients efficiently automate various operations and reduce time and cost but also are highly optimized and make the most of the hardware and software infrastructure where they are deployed. Besides our efforts in bringing AI solutions to the paper industry and manufacturing in general (which I described in my previous post), our efforts in bringing value thru AI in the chemical industry highly benefit from HPC's capabilities to dynamically scale and keep up with performance requirements. Our product, #CFDSuite (AI-accelerated CFD) leverages HPC to efficiently analyze historic CFD simulations and makes it possible for our clients to predict their outcomes on various edge devices i.e. laptops, desktop PCs or local edge servers. And with that in mind, I am very happy to see the byteLAKE team becoming one of the drivers of AI & HPC convergence and leveraging it to bring innovations to various industries.
Links:
- byteLAKE's Cognitive Services: www.byteLAKE.com/en/CognitiveServices (Cognitive Services (AI for Paper Industry & Manufacturing)). Related blog post series: www.byteLAKE.com/en/CognitiveServices-toc
- byteLAKE's CFD Suite: www.byteLAKE.com/en/CFDSuite. Related blog post series: www.byteLAKE.com/en/AI4CFD-toc
- byteLAKE’s CFD Suite (AI-accelerated CFD) — HPC scalability report: https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-hpc-scalability-report-25f9786e6123 (full report: https://www.slideshare.net/byteLAKE/bytelakes-cfd-suite-aiaccelerated-cfd-hpc-scalability-report-april21)
- byteLAKE's CFD Suite (AI-accelerated CFD) - product community: www.bytelake.com/en/AI4CFD-pt2 (LinkedIn and Facebook groups)
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
Have you seen Intel's latest IoT RFP Ready Kit Solutions Playbook yet? We are happy to see byteLAKE's Cognitive Services there! We have already deployed our product in Paper Mills where our solution helps monitor the paper-making process and avoid expensive downtimes. Also, the cognitive services have been successfully deployed in manufacturing, helping production engineers optimize various operations related to faulty parts early detection. Besides AI-assisted Visual Inspection, we have upgraded the product with AI-powered Big Data analytics where we can find answers hidden in data received via various IoT sensors like microphones for instance. Yet so much more is on our roadmap! Plus, we have also optimized all our AI software with Intel's latest OpenVINO, ensuring excellent performance, compatibility across various configurations, matching GPU performance and most importantly, reducing the total cost of ownership for our clients!
Links:
- Intel® IoT RFP Ready Kit Solutions Playbook: https://www.intel.com/content/www/us/en/products/solutions/iot/playbook.html
- byteLAKE @ Intel® Solutions Marketplace: https://marketplace.intel.com/s/partner/a5S3b0000002k8EEAQ/bytelake?language=en_US
- byteLAKE: www.byteLAKE.com/en/CognitiveServices, Intel's Gold Partner
- Cognitive Services (AI for Paper Industry & Manufacturing)
(related blog post series: www.byteLAKE.com/en/CognitiveServices-toc)
- Case Studies: https://www.intel.com/content/www/us/en/data-center/idc-bytelake-case-study.html and https://www.insight.tech/retail/paper-mills-press-on-with-ai-visual-inspection
- Interview: https://youtu.be/bUt9J7FMyVs
Powered by Intel AI, #OpenVINO
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
byteLAKE pioneers the use of AI and HPC to provide automated and data-driven solutions for its customers. Case study: https://www.intel.com/content/www/us/en/data-center/idc-bytelake-case-study.html
byteLAKE
Artificial Intelligence for Chemical Industry, Paper Industry and Manufacturing.
We build AI products and help design custom AI software.
About byteLAKE
byteLAKE is a software company that builds Artificial Intelligence products for the chemical industry, paper industry and manufacturing. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offer AI-assisted Visual Inspection and Big Data analytics for the paper industry, detecting and visually inspecting the so-called Water Line and complex tasks automation for manufacturing. The company also offers custom AI software development for real-time data analytics (image / video / sound / time-series). To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
Sztuczna Inteligencja dla Biznesu (Made In Wroclaw 2020)byteLAKE
Made in Wrocław to święto wrocławskich innowacji. Zespół byteLAKE zaprezentował wybrane rozwiązania dla Przemysłu 4.0.
Linki:
- wideo: https://youtu.be/4n0VVKqPcfo (pena relacja: https://youtu.be/YzOew04BAXs)
- seria powiązanych wpisów na blogu: https://www.byteLAKE.com/en/CognitiveServices-toc
- www.byteLAKE.com/en/CognitiveServices
- Podcast w RadioLUZ: https://bit.ly/3kcsJiV
- Podcast w RadioRAM: https://www.radioram.pl/articles/view/40257/FutuRAM-Made-In-Wroclaw-2020-PODCAST
AI for Manufacturing (Machine Vision, Edge AI, Federated Learning)byteLAKE
Artificial intelligence and machine learning technologies are transforming key industries like manufacturing, finance, retail, and healthcare. Edge computing and federated learning are emerging approaches that can help address challenges around data privacy, bandwidth constraints, and latency. Edge AI runs optimized models directly on devices to analyze data and only send results rather than raw data. Federated learning leverages local AI models across edge devices to improve performance while keeping sensitive data private. Together these approaches help make AI more scalable, responsive and privacy-preserving for industries.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu (SI; ang. AI, Artificial Intelligence). W byteLAKE korzystamy z najnowocześniejszych technologii do automatyzacji kontroli jakości oraz analityki danych, dostosowanych do sektorów produkcji, motoryzacji, papierniczego, chemicznego oraz energetycznego. Dodatkowo, w branży restauracyjnej i detalicznej, skutecznie rozpoznajemy produkty oraz umożliwiamy tworzenie kas samoobsługowych.
Nasze produkty:
► byteLAKE's CFD Suite wykorzystuje sztuczną inteligencję, aby przyspieszyć symulacje z zakresu obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), co pozwala na skrócenie czasu potrzebnego do ich przeprowadzenia. Dzięki temu uzyskujemy oszczędności kosztów oraz umożliwiamy szybkie podejmowanie kluczowych decyzji. Więcej informacji na stronie: www.byteLAKE.com/en/CFDSuite (strona w języku angielskim).
► byteLAKE's Cognitive Services: Wykorzystaj pełny potencjał Przemysłu 4.0 dzięki naszemu kompleksowemu zestawowi rozwiązań opartych na SI.
• Przemysł Produkcyjny: Wykorzystaj analizę obrazów do precyzyjnej kontroli wizualnej procesów, części, komponentów i produktów, zapewniając doskonałą kontrolę jakości i minimalizując błędy. Dowiedz się więcej na stronie www.byteLAKE.com/pl/produkcja.
• Przemysł Motoryzacyjny: Wykorzystaj analizę dźwięku do oceny i analizy jakości silników samochodowych, umożliwiając proaktywną inspekcję jakości i zapobiegając potencjalnym problemom. Odkryj więcej na stronie www.byteLAKE.com/pl/samochodowy.
• Przemysł Papierniczy: Wykorzystaj zaawansowane kamery do ciągłego monitorowania procesu produkcji papieru, dokładnie wykrywając i analizując linię mokrą. Optymalizuj produkcję, zmniejszaj odpady i zwiększaj efektywność. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/papierniczy.
• Analityka Danych: Wykorzystaj nasz moduł SI do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. Przekształć dane z różnych źródeł (czujniki IoT, dokumenty, prognozy pogody online itp.) w wartościowe informacje, umożliwiające podejmowanie lepszych decyzji. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/AnalitykaDanych.
• Restauracje / Detal: Uprość i przyspiesz proces płatności dzięki naszemu rozwiązaniu dla kas samoobsługowych. Nasz moduł SI jest w stanie rozpoznać posiłki i produkty spożywcze, przesyłając listę bezpośrednio do kasy. Skróć kolejki i czas oczekiwania, zwiększając satysfakcję klientów. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/SI-dla-Restauracji.
Poznaj wszystkie możliwości, jakie oferują rozwiązania oparte na sztucznej inteligencji. Więcej informacji o Cognitive Services od byteLAKE znajdziesz na stronie: www.byteLAKE.com/pl/CognitiveServices.
► Oprogramowanie SI na Zamówienie
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
Advanced Quality Inspection and Data Insights (Artificial Intelligence)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Applying Industrial AI Models to Product Quality InspectionbyteLAKE
Seamlessly integrate AI, sensors, and real-time insights for
Predictive Maintenance and the superior Quality Control you are looking for. Elevate your operations with byteLAKE's AI-powered solution.
This article originally appeared on insight.tech: https://www.insight.tech/industry/applying-industrial-ai-models-to-product-quality-inspection
About the Author
Pedro Pereira has covered technology for a quarter century. He has freelanced for some of the biggest names in IT publishing and an extensive list of marketing agencies and technology vendors. He was a pioneer in covering managed services and cloud computing, and currently writes about cybersecurity, IoT, cloud, and space. He holds a degree in Journalism from UMass/Amherst.
Learn more:
https://bit.ly/45gUQVX
via @insight.tech
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's expertise across NVIDIA architectures and configurationsbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
CFD Suite (AI-accelerated CFD) - Sztuczna Inteligencja Przyspiesza Symulacje ...byteLAKE
X Kongres #PolskaChemia za nami! Razem z AB Innovation Designer zaprezentowaliśmy rozwiązania #IT dla przemysłu chemicznego. Poniżej nagranie z naszego wystąpienia na temat: CFD Suite (AI-accelerated CFD), #SztucznaInteligencja #SI Przyspiesza Symulacje #CFD.
Prezentacja dostępna jest tutaj: https://www.slideshare.net/byteLAKE/cfd-suite-aiaccelerated-cfd-sztuczna-inteligencja-przyspiesza-symulacje-cfd-prezentacja
Nagranie: https://youtu.be/XxFSLZBwgys
Więcej informacji o byteLAKE:
byteLAKE: Rozwiązania oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence). Produkty AI dla przemysłu produkcyjnego, motoryzacyjnego, restauracyjnego, papierniczego i chemicznego.
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnych branż. Nasz zestaw narzędzi CFD Suite przyspiesza symulacje dot. obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), skracając ich czas z godzin do minut - co pozwala zaoszczędzić koszty i szybciej podejmować decyzje. Usługi Cognitive Services usprawniają procesy produkcyjne oferując automatyczną inspekcję wizualną, w motoryzacji potrafią dokonać oceny jakości silników a w przemyśle papierniczym monitorować i analizować tzw. linię mokrą. Cognitive Services zawierają również zaawansowany moduł do analizy danych z czujników (IoT, ang. Internet of Things), który stanowi bazę systemów Predictive Maintenance, pozwalających uniknąć awarii, wykrywających ryzyka oraz generujących alarmy i umożliwiających optymalizację działania złożonych infrastruktur. W restauracjach nasze oprogramowanie rozpoznaje posiłki i umożliwia zbudowanie kas samoobsługowych, skracając czas oczekiwania. Tworzymy także oprogramowanie na zamówienie, które przy pomocy algorytmów SI/AI umożliwia precyzyjną analizę obrazów, filmów, dźwięków i danych z czujników. Zapraszamy do odwiedzenia naszej strony internetowej www.byteLAKE.pl. Angielska wersja strony: www.byteLAKE.com.
#AI #ArtificialIntelligence #FluidDynamics #OpenFOAM #Chemia #Technologia #Przemysł #Webinar #Symulacje #Fabryka #Produkcja #Manufacturing #Automotive #Industry40
byteLAKE's Scan&GO - Self-Check-Out Solution for Retail (EuroShop'23)byteLAKE
Introducing Cognitive Services for Restaurants: a powerful add-on software that revolutionizes your operations. Seamlessly recognizing meals and instantly transmitting a comprehensive list to the cashier's machine, this innovative solution is designed to elevate your restaurant experience.
Combined with the Simpra Suite, a comprehensive software package tailored for hotels and restaurants, you unlock a wealth of benefits. From efficient payment processing and order management to seamless reservations, inventory control, and loyalty program administration, Simpra Suite empowers you to streamline your entire operation with ease.
With Cognitive Services for Restaurants and Simpra Suite, you can:
► Enhance Efficiency: Optimize your workflow by automating meal recognition and instantly relaying information to the cashier's machine. Say goodbye to manual processes, reducing errors and saving valuable time.
► Improve Customer Experience: Delight your customers with swift and accurate transactions. By effortlessly managing payments, orders, reservations, and loyalty programs, you can provide a seamless and personalized dining experience.
► Boost Operational Productivity: Take control of your inventory, streamline operations, and gain valuable insights into your business performance. Simpra Suite enables you to make data-driven decisions and optimize your resources effectively.
Experience the power of Cognitive Services for Restaurants bundled with Simpra Suite—an all-encompassing software solution designed to transform your restaurant into a well-oiled machine. Elevate your customer service, increase efficiency, and unlock the full potential of your establishment. Contact us today to explore how our comprehensive suite of tools can revolutionize your business.
Learn more:
• byteLAKE's Cognitive Services for Restaurants: https://www.bytelake.com/en/AI4Restaurants (EN) and https://www.bytelake.com/pl/SI-dla-Restauracji (PL)
• Simpra Suite: www.SimpraSuite.com and www.GetSimpra.com
• Videos:
o EuroGastro'23: https://youtu.be/vY5w6kdy3io
o EuroShop'23: https://youtu.be/RsxTBjaTl2E
o Explainer video: https://youtu.be/FZmfGUyvZtk
Empowering Industries with byteLAKE's High-Performance AIbyteLAKE
Here's our latest #whitepaper we created in collaboration with our amazing friends and partners from Intel Corporation and Lenovo and Lenovo Infrastructure Solutions Group.
► Key Takeaways:
• We have optimized #byteLAKE's #CognitiveServices to #OpenVINO which for #ComputerVision related scenario translated into 8x improved performance. #VNNI (Vector Neural Network Instructions, being part of Intel® Deep Learning Boost i.e. i7 12 gen.) delivered an additional 3x improvement in performance. Both totaled in 8*3 = 24x increase in performance.
• Cognitive Services is also about #data analytics for advanced data analytics (#IoT) to keep operations running smoothly and #PredictiveMaintenance, preventing unplanned downtimes. Here we optimized our algorithms with scikit-learn-intelex which translated into speedups ranging from 1.12 to 22.14 for #AI training and up to 21.17 during inference, depending on the scenario, data types, and sizes.
• Deployment on #Lenovo's #Edge portfolio: we are excited to announce that byteLAKE's Cognitive Services are now seamlessly deployable across the complete range of Lenovo's Edge portfolio. Starting from the #ThinkEdge SE10/SE50 and spanning all the way up to the ThinkEdge SE450 Edge Server, this compatibility encompasses the utilization of Intel® Core™ i7 processor, Intel® Xeon® processors, as well as the latest Intel® #DataCenter #GPU Flex Series #IntelGPU.
• The scalability empowers our customers to effortlessly enhance the performance of their AI workloads by incorporating more powerful #CPUs and #GPUs.
► What's next?
Benchmark results for #IntelGPU. Learn more here: www.linkedin.com/feed/update/urn:li:activity:7064245763471478784 and here: https://www.linkedin.com/feed/update/urn:li:activity:7062790707945611264.
Thank you for all the support in the project: Kristina Macakova, David Clarke, Valerio Rizzo, PhD, Nicholas Borsotto, Andrzej Jankowski, Walter Riviera.
Learn more:
Cognitive Services for Manufacturing #Manufacturing #Industry4.0
www.byteLAKE.com/en/manufacturing
Cognitive Services for Automotive #Automotive #Quality
www.byteLAKE.com/en/automotive
Cognitive Services for Paper Industry #PaperIndustry #PaperMaking #WaterLine
www.bytelake.com/en/ai-for-paper-industry/
Cognitive Services for Restaurants #Restaurant #Hotel #Retail #SelfCheckOut
www.bytelake.com/en/AI4Restaurants
NEW: Cognitive Services includes an IoT/data analytics module for advanced predictive maintenance, preventing unplanned downtimes and ensuring smooth operations i.e. triggering an alarm when risky situations are detected or suggesting optimal configurations for large-scale infrastructures. More details on this new functionality will be shared in Q4 2023.
More: www.byteLAKE.com
Learn more: www.byteLAKE.com
Automatyczny Monitoring Jakości w Fabryce (Sztuczna Inteligencja, byteLAKE)byteLAKE
Automatyczny Monitoring Jakości w Fabryce, czyli jak wykorzystać kamery, mikrofony i czujniki oraz algorytmy uczenia maszynowego (ang. machine learning) czy głębokiego uczenia (ang. deep learning) by zautomatyzować kontrolę jakości oraz inspekcję produktów i procesów w przemyśle.
Dzięki algorytmom sztucznej inteligencji (SI, ang. artificial intelligence, AI) oraz danym z czujników możemy uzyskać odpowiedzi na pytania: dlaczego coś się dzieje? co się prawdopodobnie stanie? jakie są trendy?
Kamery i mikrofony stają się naszymi oczami i uszami, dzięki którym możemy zliczyć obiekty, sprawdzić ich jakość, zidentyfikować problemy typu popsute łożysko, zły kolor, brak etykiety, rysa, pęknięcie.
Dodatkowo możemy odczytać numery identyfikacyjne oraz zautomatyzować procesy kontroli jakości, logistyczne lub uzyskać informację o aktualnej sytuacji w fabryce np. czy w trakcie produkcji papieru tzw. linia mokra nie przekroczyła krytyczne rozmiary, czy w danej strefie nie jest zagrożone bezpieczeństwo pracowników.
Podobne algorytmy znajdują zastosowanie także w innych branżach np. w hotelarskiej czy restauracyjnej. Tutaj kamery mogą przeanalizować produkty wybrane przez klientów i przyspieszyć proces kompletowania listy na rachunku. Dodatkowo mogą na bieżąco zliczać wolne miejsca, monitorować postęp konsumpcji i podpowiedzieć obsłudze komu sprzątnąć stolik lub w której strefie warto dopytać o uzupełnienie napojów.
Uzupełnieniem prezentacji jest poniższy odcinek podcastu, który nagraliśmy razem z Lenovo: https://www.podbean.com/ew/pb-tvcca-11d645e
Więcej na stronach byteLAKE: www.byteLAKE.com, www.byteLAKE.pl oraz na naszym blogu: www.byteLAKE.com/en/blog.
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark)byteLAKE
byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark).
This report summarizes byteLAKE’s benchmark results of the recommended hardware platform for byteLAKE’s CFD Suite’s AI training at the Edge. Key takeaways are at the end of the report.
About the product:
• CFD Suite: AI-accelerated Computational Fluid Dynamics. In the chemical industry, it reduces mixing simulation time from hours to minutes.
Related blog posts:
1. https://becominghuman.ai/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-part-1-3-a6c72130b1b7
2. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-part-574f4663338e
3. https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-recommended-hardware-for-ai-training-at-the-edge-3-3-1a5abbba552c
More: https://www.byteLAKE.com/en/CFDSuite and https://www.byteLAKE.com/en/AI4CFD-toc (blog post series).
byteLAKE
Artificial Intelligence for Industries. AI Products for Manufacturing, Automotive, Restaurants, Paper, and Chemical Industries.
About byteLAKE
We are a software company, focused on building Artificial Intelligence products for various industries. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offers a collection of pre-trained AI models for Industry 4.0 and Restaurants. In manufacturing, these are used to visually inspect processes, parts, components, or products. In automotive, Cognitive Services leverages microphones to assess the quality of car engines. In the paper industry, Cognitive Services leverages cameras to monitor the papermaking process and detect, measure, and analyze the wet line. In restaurants, Cognitive Services typically acts as an add-on software that recognizes meals and sends a list of these to the cashier's machine, ultimately reducing lines and the overall waiting time. The company also offers custom AI software development for real-time analytics of images, videos, sounds, and time-series data. To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
AI in Manufacturing: moving AI from Idea to ExecutionbyteLAKE
#AI and #HPC convergence is here and is here to stay and accelerate innovations across industries. The increased availability of data, hardware advancements leading to increased computational capabilities, and new algorithms and mathematical models have collectively resulted in the accelerated AI expansion in all sorts of applications. This, however, creates high computational needs which naturally have been more and more successfully addressed by HPC (High-Performance Computing). In that sense, AI & HPC complement each other. HPC infrastructure is often used to train AI’s powerful algorithms by leveraging huge amounts of sample data (training set) and in that way enables AI models (trained algorithms) to recognize shapes, objects (machine vision), find answers hidden in the data (predictive maintenance, data analytics) or accelerate time to results (predict the outcome of complex engineering simulations).
We at byteLAKE have been closely working with Lenovo, Lenovo Infrastructure Solutions Group, Intel Corporation, NVIDIA and many more to ensure that our AI-powered products not only help our clients efficiently automate various operations and reduce time and cost but also are highly optimized and make the most of the hardware and software infrastructure where they are deployed. Besides our efforts in bringing AI solutions to the paper industry and manufacturing in general (which I described in my previous post), our efforts in bringing value thru AI in the chemical industry highly benefit from HPC's capabilities to dynamically scale and keep up with performance requirements. Our product, #CFDSuite (AI-accelerated CFD) leverages HPC to efficiently analyze historic CFD simulations and makes it possible for our clients to predict their outcomes on various edge devices i.e. laptops, desktop PCs or local edge servers. And with that in mind, I am very happy to see the byteLAKE team becoming one of the drivers of AI & HPC convergence and leveraging it to bring innovations to various industries.
Links:
- byteLAKE's Cognitive Services: www.byteLAKE.com/en/CognitiveServices (Cognitive Services (AI for Paper Industry & Manufacturing)). Related blog post series: www.byteLAKE.com/en/CognitiveServices-toc
- byteLAKE's CFD Suite: www.byteLAKE.com/en/CFDSuite. Related blog post series: www.byteLAKE.com/en/AI4CFD-toc
- byteLAKE’s CFD Suite (AI-accelerated CFD) — HPC scalability report: https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-hpc-scalability-report-25f9786e6123 (full report: https://www.slideshare.net/byteLAKE/bytelakes-cfd-suite-aiaccelerated-cfd-hpc-scalability-report-april21)
- byteLAKE's CFD Suite (AI-accelerated CFD) - product community: www.bytelake.com/en/AI4CFD-pt2 (LinkedIn and Facebook groups)
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
Have you seen Intel's latest IoT RFP Ready Kit Solutions Playbook yet? We are happy to see byteLAKE's Cognitive Services there! We have already deployed our product in Paper Mills where our solution helps monitor the paper-making process and avoid expensive downtimes. Also, the cognitive services have been successfully deployed in manufacturing, helping production engineers optimize various operations related to faulty parts early detection. Besides AI-assisted Visual Inspection, we have upgraded the product with AI-powered Big Data analytics where we can find answers hidden in data received via various IoT sensors like microphones for instance. Yet so much more is on our roadmap! Plus, we have also optimized all our AI software with Intel's latest OpenVINO, ensuring excellent performance, compatibility across various configurations, matching GPU performance and most importantly, reducing the total cost of ownership for our clients!
Links:
- Intel® IoT RFP Ready Kit Solutions Playbook: https://www.intel.com/content/www/us/en/products/solutions/iot/playbook.html
- byteLAKE @ Intel® Solutions Marketplace: https://marketplace.intel.com/s/partner/a5S3b0000002k8EEAQ/bytelake?language=en_US
- byteLAKE: www.byteLAKE.com/en/CognitiveServices, Intel's Gold Partner
- Cognitive Services (AI for Paper Industry & Manufacturing)
(related blog post series: www.byteLAKE.com/en/CognitiveServices-toc)
- Case Studies: https://www.intel.com/content/www/us/en/data-center/idc-bytelake-case-study.html and https://www.insight.tech/retail/paper-mills-press-on-with-ai-visual-inspection
- Interview: https://youtu.be/bUt9J7FMyVs
Powered by Intel AI, #OpenVINO
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
byteLAKE pioneers the use of AI and HPC to provide automated and data-driven solutions for its customers. Case study: https://www.intel.com/content/www/us/en/data-center/idc-bytelake-case-study.html
byteLAKE
Artificial Intelligence for Chemical Industry, Paper Industry and Manufacturing.
We build AI products and help design custom AI software.
About byteLAKE
byteLAKE is a software company that builds Artificial Intelligence products for the chemical industry, paper industry and manufacturing. byteLAKE's CFD Suite leverages AI to reduce CFD (Computational Fluid Dynamics) chemical mixing simulations’ time from hours to minutes. byteLAKE's Cognitive Services offer AI-assisted Visual Inspection and Big Data analytics for the paper industry, detecting and visually inspecting the so-called Water Line and complex tasks automation for manufacturing. The company also offers custom AI software development for real-time data analytics (image / video / sound / time-series). To learn more about byteLAKE’s innovations, go to www.byteLAKE.com.
Sztuczna Inteligencja dla Biznesu (Made In Wroclaw 2020)byteLAKE
Made in Wrocław to święto wrocławskich innowacji. Zespół byteLAKE zaprezentował wybrane rozwiązania dla Przemysłu 4.0.
Linki:
- wideo: https://youtu.be/4n0VVKqPcfo (pena relacja: https://youtu.be/YzOew04BAXs)
- seria powiązanych wpisów na blogu: https://www.byteLAKE.com/en/CognitiveServices-toc
- www.byteLAKE.com/en/CognitiveServices
- Podcast w RadioLUZ: https://bit.ly/3kcsJiV
- Podcast w RadioRAM: https://www.radioram.pl/articles/view/40257/FutuRAM-Made-In-Wroclaw-2020-PODCAST
AI for Manufacturing (Machine Vision, Edge AI, Federated Learning)byteLAKE
Artificial intelligence and machine learning technologies are transforming key industries like manufacturing, finance, retail, and healthcare. Edge computing and federated learning are emerging approaches that can help address challenges around data privacy, bandwidth constraints, and latency. Edge AI runs optimized models directly on devices to analyze data and only send results rather than raw data. Federated learning leverages local AI models across edge devices to improve performance while keeping sensitive data private. Together these approaches help make AI more scalable, responsive and privacy-preserving for industries.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
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How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
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HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceIndexBug
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Programming Foundation Models with DSPy - Meetup SlidesZilliz
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Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
OpenID AuthZEN Interop Read Out - AuthorizationDavid Brossard
During Identiverse 2024 and EIC 2024, members of the OpenID AuthZEN WG got together and demoed their authorization endpoints conforming to the AuthZEN API
Building Production Ready Search Pipelines with Spark and MilvusZilliz
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Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.