Counting trees, locating illegal dumping areas, learn how artificial intelligence supports saving the world and meet Ewa Guard

•

0 gefällt mir•221 views

Every year Earth loses 18.7 million acres of forests — that’s 27 soccer fields per minute (link to the source). In addition, pollution is ruining our environment. The Polish State Forests pay PLN 20 million annually for cleaning up garbage abandoned illegally in forest areas (link to sources, in Polish). It seems that in 2020, rubbish in the forest is, unfortunately, becoming a real plague. Ewa Guard is a solution that leverages artificial intelligence to automatically analyze photos and video materials to e.g. count young trees, locate illegal garbage dumps, etc. Learn more at www.byteLAKE.com/en/EwaGuard and in a related article: https://medium.com/@marcrojek/counting-trees-locating-illegal-dumping-areas-learn-how-artificial-intelligence-supports-saving-eb256f3fcd33

Technologie

byteLAKE
Addressing humanity’s greatest challenges
Large areas analytics

Ewa Guard
AI helping address humanity's greatest challenges like
reforestation and illegal dumping detection.
Earth Water Air

Forestry Management with AI
AI analyzing drones’ footage
& reducing manual work in reforestation

Ewa Guard:
1. Integrate byteLAKE’s
Ewa Guard into your
system (on-premise,
Cloud)
2. Ewa Guard will analyze
drones’ footage and
provide analytics
Ewa Guard can be trained
to analyze images or videos
and extract the information
you need.
Contact us to learn more!

Detecting young trees
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree
Tree

Ewa Guard’s AI Model Training optimized & accelerated
with Lenovo AI Innovation Centers
• Ewa Guard’s Deep Neural Network
Reduced 336 hours (2 weeks) to 6 hours
56 x speed-up
Layers: 27
Epochs: 10 000
Images: 400 (416x416 px)
Accuracy: 92-95%
Original HW:
2x Intel Xeon E5-2695 CPU
256 GB of RAM
Lenovo HW:
SR650
2x Intel Xeon Gold 6148 CPU
Nvidia T4
768GB of RAM

Illegal Dumping Detection in numbers
Solution brief:
• Layers: 32
• Epochs: 15 000
• Images: 650 (416x416 px)
• Accuracy: 90% tyres detected
Hardware:
• NVIDIA GTX 1060
• Learning time: 12h
Layers:
• 23 convolution layers
• 1 region layers
• 2 route layers
• 1 reorg layer

Mitigating the Impact of Deforestation
Did you know that Earth loses ~19 million acres of forests per year,
which is equal to 27 soccer fields every minute?
Video: youtu.be/4FpcAJoEbgw

Demo at SC19 in Denver, Colorado
AI & HPC Convergence in Action
Video: youtu.be/sahfHyoq2dk

Contact us at EwaGuard@byteLAKE.com
to learn more and request a demo.
Learn more:
byteLAKE.com/en/EwaGuard

Weitere ähnliche Inhalte

Mehr von byteLAKE

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.

Przegląd zastosowań sztucznej inteligencji (2024-01)

byteLAKE

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

Przegląd zastosowań Sztucznej inteligencjI

byteLAKE

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

byteLAKE

AI-accelerated CFD (Computational Fluid Dynamics)

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.

Advanced Quality Inspection and Data Insights (Artificial Intelligence)

byteLAKE

AI Solutions for Industries (short)

byteLAKE

Self-Checkout (AI for Restautants)

byteLAKE

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

Applying Industrial AI Models to Product Quality Inspection

byteLAKE

byteLAKE and Intel Partnership

byteLAKE

byteLAKE's expertise across NVIDIA architectures and configurations

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

CFD Suite (AI-accelerated CFD) - Sztuczna Inteligencja Przyspiesza Symulacje ...

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

byteLAKE's Scan&GO - Self-Check-Out Solution for Retail (EuroShop'23)

byteLAKE

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

Empowering Industries with byteLAKE's High-Performance AI

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.

Automatyczny Monitoring Jakości w Fabryce (Sztuczna Inteligencja, byteLAKE)

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.

byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark)

byteLAKE

#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

AI in Manufacturing: moving AI from Idea to Execution

byteLAKE

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's Cognitive Services @ Intel® IoT RFP Ready Kit Solutions Playbook

byteLAKE

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.

byteLAKE Creates AI-Driven Solutions

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

Sztuczna Inteligencja dla Biznesu (Made In Wroclaw 2020)

byteLAKE

This is the extended presentation about byteLAKE's and Lenovo's Artificial Intelligence solutions for Manufacturing. Topics covered: AI strategy for manufacturing, Edge AI, Federated Learning and Machine Vision. It's the first publication in the upcoming series: AI for Manufacturing. Highlights: AI-assisted quality monitoring automation, AI-assisted production line monitoring and issues detection, AI-assisted measurements, Intelligent Cameras and many more. Reach out to us to learn more: welcome@byteLAKE.com. Presented during the world's first Federated Learning conference (Jun'20). Recording: https://youtu.be/IMqRIi45dDA Related articles: - Revolution in factories: Industry 4.0. https://medium.com/@marcrojek/revolution-in-factories-industry-4-0-conference-made-in-wroclaw-2020-translation-ae96e5e14d55 - Cognitive Automation helps where RPAs fall short. https://medium.com/@marcrojek/cognitive-automation-helps-where-rpas-fall-short-a1c5a01a66f8 - Machine Vision, how AI brings value to industries. https://medium.com/@marcrojek/machine-vision-how-ai-brings-value-to-industries-e6a4f8e56f42 Learn more: - https://www.bytelake.com/en/cognitive-services/ - https://www.lenovo.com/ai - https://federatedlearningconference.com/

AI for Manufacturing (Machine Vision, Edge AI, Federated Learning)

byteLAKE

Mehr von byteLAKE (20)

Przegląd zastosowań sztucznej inteligencji (2024-01)

Przegląd zastosowań Sztucznej inteligencjI

AI Solutions for Industries

AI-accelerated CFD (Computational Fluid Dynamics)

Advanced Quality Inspection and Data Insights (Artificial Intelligence)

AI Solutions for Industries (short)

Self-Checkout (AI for Restautants)

Applying Industrial AI Models to Product Quality Inspection

byteLAKE and Intel Partnership

byteLAKE's expertise across NVIDIA architectures and configurations

CFD Suite (AI-accelerated CFD) - Sztuczna Inteligencja Przyspiesza Symulacje ...

byteLAKE's Scan&GO - Self-Check-Out Solution for Retail (EuroShop'23)

Empowering Industries with byteLAKE's High-Performance AI

Automatyczny Monitoring Jakości w Fabryce (Sztuczna Inteligencja, byteLAKE)

byteLAKE's CFD Suite (AI-accelerated CFD) - AI Training at the Edge (benchmark)

AI in Manufacturing: moving AI from Idea to Execution

byteLAKE's Cognitive Services @ Intel® IoT RFP Ready Kit Solutions Playbook

byteLAKE Creates AI-Driven Solutions

Sztuczna Inteligencja dla Biznesu (Made In Wroclaw 2020)

AI for Manufacturing (Machine Vision, Edge AI, Federated Learning)

Kürzlich hochgeladen

CNIC Information System with Pakdata Cf In Pakistan

danishmna97

The action of the next cyber saga takes place in the mystical lands of the Asia-Pacific region, where the main characters began their digital activities in the middle of 2021 and qualitatively strengthened it in 2022. Corporate espionage, document theft, audio recordings, and data leaks from messaging platforms were all a matter of one day for Dark Pink. Their geographical focus may have started in the Asia-Pacific region, but their ambitions knew no bounds, targeting a European government ministry in a bold move to expand their portfolio. Their victim profile was as diverse as a UN meeting, targeting military organizations, government agencies, and even a religious organization. Because discrimination is not a fashionable agenda. In the world of cybercrime, they serve as a reminder that sometimes the most serious threats come in the most unassuming packages with a pink bow.

Cyberprint. Dark Pink Apt Group [EN].pdf

Overkill Security

Keynote 2: APIs in 2030: The Risk of Technological Sleepwalk Paolo Malinverno, Growth Advisor - The Business of Technology Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

apidays

Scaling API-first – The story of a global engineering organization Ian Reasor, Senior Computer Scientist - Adobe Radu Cotescu, Senior Computer Scientist - Adobe Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

apidays

Dubai, known for its towering skyscrapers, luxurious lifestyle, and relentless pursuit of innovation, often finds itself in the global spotlight. However, amidst the glitz and glamour, the emirate faces its own set of challenges, including the occasional threat of flooding. In recent years, Dubai has experienced sporadic but significant floods, disrupting normalcy and posing unique challenges to its infrastructure. Among the critical nodes in this bustling metropolis is the Dubai International Airport, a vital hub connecting the world. This article delves into the intersection of Dubai flood events and the resilience demonstrated by the Dubai International Airport in the face of such challenges.

Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf

Orbitshub

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

Juan lago vázquez

Manulife - Insurer Transformation Award 2024

The Digital Insurer

AWS Community Day CPH - Three problems of Terraform

Andrey Devyatkin

Accelerating FinTech Innovation: Unleashing API Economy and GenAI Vasa Krishnan, Chief Technology Officer - FinResults Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

apidays

AXA XL - Insurer Innovation Award Americas 2024

The Digital Insurer

MINDCTI Revenue Release Quarter One 2024

MIND CTI

Artificial Intelligence Chap.5 : Uncertainty

Khushali Kathiriya

💉💊+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHABI}}+971581248768 +971581248768 Mtp-Kit (500MG) Prices » Dubai [(+971581248768**)] Abortion Pills For Sale In Dubai, UAE, Mifepristone and Misoprostol Tablets Available In Dubai, UAE CONTACT DR.Maya Whatsapp +971581248768 We Have Abortion Pills / Cytotec Tablets /Mifegest Kit Available in Dubai, Sharjah, Abudhabi, Ajman, Alain, Fujairah, Ras Al Khaimah, Umm Al Quwain, UAE, Buy cytotec in Dubai +971581248768''''Abortion Pills near me DUBAI | ABU DHABI|UAE. Price of Misoprostol, Cytotec” +971581248768' Dr.DEEM ''BUY ABORTION PILLS MIFEGEST KIT, MISOPROTONE, CYTOTEC PILLS IN DUBAI, ABU DHABI,UAE'' Contact me now via What's App…… abortion Pills Cytotec also available Oman Qatar Doha Saudi Arabia Bahrain Above all, Cytotec Abortion Pills are Available In Dubai / UAE, you will be very happy to do abortion in Dubai we are providing cytotec 200mg abortion pill in Dubai, UAE. Medication abortion offers an alternative to Surgical Abortion for women in the early weeks of pregnancy. We only offer abortion pills from 1 week-6 Months. We then advise you to use surgery if its beyond 6 months. Our Abu Dhabi, Ajman, Al Ain, Dubai, Fujairah, Ras Al Khaimah (RAK), Sharjah, Umm Al Quwain (UAQ) United Arab Emirates Abortion Clinic provides the safest and most advanced techniques for providing non-surgical, medical and surgical abortion methods for early through late second trimester, including the Abortion By Pill Procedure (RU 486, Mifeprex, Mifepristone, early options French Abortion Pill), Tamoxifen, Methotrexate and Cytotec (Misoprostol). The Abu Dhabi, United Arab Emirates Abortion Clinic performs Same Day Abortion Procedure using medications that are taken on the first day of the office visit and will cause the abortion to occur generally within 4 to 6 hours (as early as 30 minutes) for patients who are 3 to 12 weeks pregnant. When Mifepristone and Misoprostol are used, 50% of patients complete in 4 to 6 hours; 75% to 80% in 12 hours; and 90% in 24 hours. We use a regimen that allows for completion without the need for surgery 99% of the time. All advanced second trimester and late term pregnancies at our Tampa clinic (17 to 24 weeks or greater) can be completed within 24 hours or less 99% of the time without the need surgery. The procedure is completed with minimal to no complications. Our Women's Health Center located in Abu Dhabi, United Arab Emirates, uses the latest medications for medical abortions (RU-486, Mifeprex, Mifegyne, Mifepristone, early options French abortion pill), Methotrexate and Cytotec (Misoprostol). The safety standards of our Abu Dhabi, United Arab Emirates Abortion Doctors remain unparalleled. They consistently maintain the lowest complication rates throughout the nation. Our Physicians and staff are always available to answer questions and care for women in one of the most difficult times in their lives. The decision to have an abortion at the Abortion Cl

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@

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 the deployment of external web forms using Jotform for Bonterra Impact Management. This solution can be customized to your organization’s needs and deployed to support the common use cases below: - Intake and consent - Assessments - Surveys - Applications - Program registration Interested in deploying web form automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Jeffrey Haguewood

In the thrilling conclusion to 2023, ransomware groups had a banner year, really outdoing themselves in the "make everyone's life miserable" department. LockBit 3.0 took gold in the hacking olympics, followed by the plucky upstarts Clop and ALPHV/BlackCat. Apparently, 48% of organizations were feeling left out and decided to get in on the cyber attack action. Business services won the "most likely to get digitally mugged" award, with education and retail nipping at their heels. Hackers expanded their repertoire beyond boring old encryption to the much more exciting world of extortion. The US, UK and Canada took top honors in the "countries most likely to pay up" category. Bitcoins were the currency of choice for discerning hackers, because who doesn't love untraceable money?

Ransomware_Q4_2023. The report. [EN].pdf

Overkill Security

Axa Assurance Maroc - Insurer Innovation Award 2024

The Digital Insurer

[BuildWithAI] Introduction to Gemini.pdf

Sandro Moreira

Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.

Exploring the Future Potential of AI-Enabled Smartphone Processors

debabhi2

Angeliki Cooney has spent over twenty years at the forefront of the life sciences industry, working out of Wynantskill, NY. She is highly regarded for her dedication to advancing the development and accessibility of innovative treatments for chronic diseases, rare disorders, and cancer. Her professional journey has centered on strategic consulting for biopharmaceutical companies, facilitating digital transformation, enhancing omnichannel engagement, and refining strategic commercial practices. Angeliki's innovative contributions include pioneering several software-as-a-service (SaaS) products for the life sciences sector, earning her three patents. As the Senior Vice President of Life Sciences at Avenga, Angeliki orchestrated the firm's strategic entry into the U.S. market. Avenga, a renowned digital engineering and consulting firm, partners with significant entities in the pharmaceutical and biotechnology fields. Her leadership was instrumental in expanding Avenga's client base and establishing its presence in the competitive U.S. market.

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Angeliki Cooney

The microservices honeymoon is over. When starting a new project or revamping a legacy monolith, teams started looking for alternatives to microservices. The Modular Monolith, or 'Modulith', is an architecture that reaps the benefits of (vertical) functional decoupling without the high costs associated with separate deployments. This talk will delve into the advantages and challenges of this progressive architecture, beginning with exploring the concept of a 'module', its internal structure, public API, and inter-module communication patterns. Supported by spring-modulith, the talk provides practical guidance on addressing the main challenges of a Modultith Architecture: finding and guarding module boundaries, data decoupling, and integration module-testing. You should not miss this talk if you are a software architect or tech lead seeking practical, scalable solutions. About the author With two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Victor Rentea

Kürzlich hochgeladen (20)

CNIC Information System with Pakdata Cf In Pakistan

Cyberprint. Dark Pink Apt Group [EN].pdf

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

Manulife - Insurer Transformation Award 2024

AWS Community Day CPH - Three problems of Terraform

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

AXA XL - Insurer Innovation Award Americas 2024

MINDCTI Revenue Release Quarter One 2024

Artificial Intelligence Chap.5 : Uncertainty

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Ransomware_Q4_2023. The report. [EN].pdf

Axa Assurance Maroc - Insurer Innovation Award 2024

[BuildWithAI] Introduction to Gemini.pdf

Exploring the Future Potential of AI-Enabled Smartphone Processors

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Counting trees, locating illegal dumping areas, learn how artificial intelligence supports saving the world and meet Ewa Guard

1. byteLAKE Addressing humanity’s greatest challenges Large areas analytics

2. Ewa Guard AI helping address humanity's greatest challenges like reforestation and illegal dumping detection. Earth Water Air

3. Forestry Management with AI AI analyzing drones’ footage & reducing manual work in reforestation

4. Ewa Guard: 1. Integrate byteLAKE’s Ewa Guard into your system (on-premise, Cloud) 2. Ewa Guard will analyze drones’ footage and provide analytics Ewa Guard can be trained to analyze images or videos and extract the information you need. Contact us to learn more!

5. Video: byteLAKE.com/en/EwaGuard-video

6. Detecting anomalies

7. Detecting young trees Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree

8. Ewa Guard’s AI Model Training optimized & accelerated with Lenovo AI Innovation Centers • Ewa Guard’s Deep Neural Network Reduced 336 hours (2 weeks) to 6 hours 56 x speed-up Layers: 27 Epochs: 10 000 Images: 400 (416x416 px) Accuracy: 92-95% Original HW: 2x Intel Xeon E5-2695 CPU 256 GB of RAM Lenovo HW: SR650 2x Intel Xeon Gold 6148 CPU Nvidia T4 768GB of RAM

9. Illegal Dumping Detection

10. Illegal Dumping Detection in numbers Solution brief: • Layers: 32 • Epochs: 15 000 • Images: 650 (416x416 px) • Accuracy: 90% tyres detected Hardware: • NVIDIA GTX 1060 • Learning time: 12h Layers: • 23 convolution layers • 1 region layers • 2 route layers • 1 reorg layer

11. Mitigating the Impact of Deforestation Did you know that Earth loses ~19 million acres of forests per year, which is equal to 27 soccer fields every minute? Video: youtu.be/4FpcAJoEbgw

12. Demo at SC19 in Denver, Colorado AI & HPC Convergence in Action Video: youtu.be/sahfHyoq2dk

13. Contact us at EwaGuard@byteLAKE.com to learn more and request a demo. Learn more: byteLAKE.com/en/EwaGuard

Counting trees, locating illegal dumping areas, learn how artificial intelligence supports saving the world and meet Ewa Guard

Empfohlen

Empfohlen

Weitere ähnliche Inhalte

Mehr von byteLAKE

Mehr von byteLAKE (20)

Kürzlich hochgeladen

Kürzlich hochgeladen (20)

Counting trees, locating illegal dumping areas, learn how artificial intelligence supports saving the world and meet Ewa Guard