SlideShare ist ein Scribd-Unternehmen logo
1 von 14
By
● To identify fasteners, replacement parts and tools accurately
and instantly
● The identification process typically requires time and
experienced personnel
○ The majority of items are not marked (barcode or QR code)
○ High error rate due to human judgement
● The cost of the identification process is therefore higher than the
item itself
Problem
PARTFINDER allows you to accurately identify replacements parts and fasteners right away
through a Software as a Service (SaaS) platform based on DART, the proprietary GETCOO’s
image recognition technology
Solution
DART is GETCOO’s Computer Vision (CV) proprietary technology based on Artificial
Intelligence (AI) for Content-Based Image Retrieval (CBIR).
DART comes with several advantages with respect to competitors’ solutions:
Items vs categories
● Allows you to identify specific items (tapping screw M5 cod. 213665, Adidas Gazelle
sneakers blue cod. 4651155, ...), not just categories (tapping screw, sneakers, ...).
Fast learning
● Time effective: training process for a new item requires just a few images (compared
to hundred thousands)
● Cost effective: computationally lightweight (no supercomputer needed)
Performances
● Acquisition time, search time, and precision are constant and independent in the
number of items in the database
● DART can identify specific items in million items database with no loss in accuracy and
response time
DART (Direct Acquisition and ReTrieval)
PARTFINDER is made by:
● Front-end: PARTFINDERBOX connected to a personal computer
or PARTFINDERApp for smartphone
● Back-end: SaaS platform based on DART technology
Product
Partfinder Youtube playlist:
https://www.youtube.com/playlist?list=PLrsgPjb9LGcqHLTlJ4SAs1JRcE4u7PfJ0
Demo
PARTFINDER is the perfect solution to:
● Simplify and speed-up e-commerce systems
● Simplify the customer care
● Warehouse management
○ get the location of an item for fast placement
○ search for identical items with different codes to reduce costs
● Identify items without mark (barcode, QR code, ...) or with
unreadable mark
Advantages
● PARTFINDERBOX:
○ Cost for the box (one time)
○ Annual subscription (renewable)
○ Cost for help and assistance
● PARTFINDERApp:
○ Annual subscription (renewable)
○ Cost for help and assistance
● The annual subscription fee is determined by the number of items
in the database
Business model
Note: Italian Market Only
● Fasteners distributors: ~230 companies, total annual revenue of 2.3 billion Euros
(source UPIVEB, www.upiveb.org)
● Plumbing components producers/distributors: more than 1000 companies, total
annual revenue of 7 billion Euros (source ISTAT)
● Electric/Electronic components producers/distributors: ~2600 companies, total annual
revenue of 4.5 billion Euros (source ISTAT)
● Machinery repairment companies: more than 16000 companies, total annual revenue
of 8 billion Euros (source ISTAT)
● Hardware stores: ~ 15500 (source ASSOFERMET, www.assofermet.it)
● Big distributors (OBI, Brico, Bricoman ...): ~250 stores
Market Opportunity
Direct competitors:
● Partpic: Startup based in Atlanta that is developing image recognition of commercial
parts - https://partpic.com
Comparable:
● Slyce - http://slyce.it/
● Imagga - https://imagga.com/
● Catchoom - https://catchoom.com/
● Cortexica - https://www.cortexica.com/
● Marking companies (impact, hot, laser ...)*
* partfinder provides unpaired flexibility and scalability especially for small parts where
marking is not physically possible or marking cost is higher than the part itself
Competitors
Roadmap
8/17
Fundraising
10/17 12/17 2/18 4/18 6/18
PARTFINDERBOX development
Release to market
PARTFINDERBOX + SaaS
Research and development
PARTFINDERApp development
6/17
The team
Stefano Berti
CEO, Back-end
developer
Claudio Berti
Ph.D.
CTO, R&D
Elisa Galante
CMO
Danilo Candiotti
Front-end developer
Jona Sbarzaglia
Creative director
PARTFINDER has been presented (with the name
GetCOO View) at the SMAU R2B 2017, winning the
Lamarck Prize for innovation
(https://www.smau.it/bologna17/)
We established a partnership with a fasteners
distributor, VIPA S.p.A. for the implementation of
an e-commerce solution.
Achievements
By

Weitere ähnliche Inhalte

Ähnlich wie Partfinder computer vision for craftsmanship and industry

IRJET - Intelligent shopping cart and economic analysis using IoT and Cloudse...
IRJET - Intelligent shopping cart and economic analysis using IoT and Cloudse...IRJET - Intelligent shopping cart and economic analysis using IoT and Cloudse...
IRJET - Intelligent shopping cart and economic analysis using IoT and Cloudse...IRJET Journal
 
IRJET- Smart Billing Cart
IRJET- Smart Billing CartIRJET- Smart Billing Cart
IRJET- Smart Billing CartIRJET Journal
 
IRJET - Smart Shopping Trolley
IRJET -  	  Smart Shopping TrolleyIRJET -  	  Smart Shopping Trolley
IRJET - Smart Shopping TrolleyIRJET Journal
 
Bar code by abinash
Bar code by abinashBar code by abinash
Bar code by abinashAbinashpati4
 
QR codes - 105 hot applications!
QR codes - 105 hot applications!QR codes - 105 hot applications!
QR codes - 105 hot applications!Gerhard Fasol
 
Global digital signage business opportunity survey by sirena cheng 20130726
Global digital signage business opportunity survey by sirena cheng 20130726Global digital signage business opportunity survey by sirena cheng 20130726
Global digital signage business opportunity survey by sirena cheng 20130726Sirena Cheng
 
03 internet-of-things-rfid-systems-and-applications
03 internet-of-things-rfid-systems-and-applications03 internet-of-things-rfid-systems-and-applications
03 internet-of-things-rfid-systems-and-applicationsJohn Soldatos
 
Smart Trolley in Mega Mall Using Zigbee
Smart Trolley in Mega Mall Using ZigbeeSmart Trolley in Mega Mall Using Zigbee
Smart Trolley in Mega Mall Using ZigbeeIRJET Journal
 
IRJET - Internet of Things based Smart Shopping Cart
IRJET - Internet of Things based Smart Shopping CartIRJET - Internet of Things based Smart Shopping Cart
IRJET - Internet of Things based Smart Shopping CartIRJET Journal
 
IRJET- Smart Trolley for Billing System
IRJET-   	  Smart Trolley for Billing SystemIRJET-   	  Smart Trolley for Billing System
IRJET- Smart Trolley for Billing SystemIRJET Journal
 
Smart Shopping Cart with Automatic Billing System
Smart Shopping Cart with Automatic Billing SystemSmart Shopping Cart with Automatic Billing System
Smart Shopping Cart with Automatic Billing SystemIRJET Journal
 
Database System in Automatic Billing for Supermarket
Database System in Automatic Billing for SupermarketDatabase System in Automatic Billing for Supermarket
Database System in Automatic Billing for Supermarketijtsrd
 
AUTOMATIC SMART SHOPPING TROLLY WITH BILLING
AUTOMATIC SMART SHOPPING TROLLY WITH BILLINGAUTOMATIC SMART SHOPPING TROLLY WITH BILLING
AUTOMATIC SMART SHOPPING TROLLY WITH BILLINGIRJET Journal
 
IRJET- New Generation Multilevel based Atm Security System
IRJET- New Generation Multilevel based Atm Security SystemIRJET- New Generation Multilevel based Atm Security System
IRJET- New Generation Multilevel based Atm Security SystemIRJET Journal
 

Ähnlich wie Partfinder computer vision for craftsmanship and industry (20)

IRJET - Intelligent shopping cart and economic analysis using IoT and Cloudse...
IRJET - Intelligent shopping cart and economic analysis using IoT and Cloudse...IRJET - Intelligent shopping cart and economic analysis using IoT and Cloudse...
IRJET - Intelligent shopping cart and economic analysis using IoT and Cloudse...
 
IRJET- Smart Billing Cart
IRJET- Smart Billing CartIRJET- Smart Billing Cart
IRJET- Smart Billing Cart
 
IRJET - Smart Shopping Trolley
IRJET -  	  Smart Shopping TrolleyIRJET -  	  Smart Shopping Trolley
IRJET - Smart Shopping Trolley
 
Bar code by abinash
Bar code by abinashBar code by abinash
Bar code by abinash
 
QR codes - 105 hot applications!
QR codes - 105 hot applications!QR codes - 105 hot applications!
QR codes - 105 hot applications!
 
Industry 4.0 … Rewind
Industry 4.0 … RewindIndustry 4.0 … Rewind
Industry 4.0 … Rewind
 
BARCODE TECHNOLOGY
 BARCODE TECHNOLOGY BARCODE TECHNOLOGY
BARCODE TECHNOLOGY
 
Global digital signage business opportunity survey by sirena cheng 20130726
Global digital signage business opportunity survey by sirena cheng 20130726Global digital signage business opportunity survey by sirena cheng 20130726
Global digital signage business opportunity survey by sirena cheng 20130726
 
03 internet-of-things-rfid-systems-and-applications
03 internet-of-things-rfid-systems-and-applications03 internet-of-things-rfid-systems-and-applications
03 internet-of-things-rfid-systems-and-applications
 
Smart Trolley in Mega Mall Using Zigbee
Smart Trolley in Mega Mall Using ZigbeeSmart Trolley in Mega Mall Using Zigbee
Smart Trolley in Mega Mall Using Zigbee
 
IRJET - Internet of Things based Smart Shopping Cart
IRJET - Internet of Things based Smart Shopping CartIRJET - Internet of Things based Smart Shopping Cart
IRJET - Internet of Things based Smart Shopping Cart
 
IRJET- Smart Trolley for Billing System
IRJET-   	  Smart Trolley for Billing SystemIRJET-   	  Smart Trolley for Billing System
IRJET- Smart Trolley for Billing System
 
Oil Sensors for Wind Turbines
Oil Sensors for Wind TurbinesOil Sensors for Wind Turbines
Oil Sensors for Wind Turbines
 
Oil sensors for wind turbines
Oil sensors for wind turbinesOil sensors for wind turbines
Oil sensors for wind turbines
 
Smart Shopping Cart with Automatic Billing System
Smart Shopping Cart with Automatic Billing SystemSmart Shopping Cart with Automatic Billing System
Smart Shopping Cart with Automatic Billing System
 
Database System in Automatic Billing for Supermarket
Database System in Automatic Billing for SupermarketDatabase System in Automatic Billing for Supermarket
Database System in Automatic Billing for Supermarket
 
ROI Calculations
ROI CalculationsROI Calculations
ROI Calculations
 
AUTOMATIC SMART SHOPPING TROLLY WITH BILLING
AUTOMATIC SMART SHOPPING TROLLY WITH BILLINGAUTOMATIC SMART SHOPPING TROLLY WITH BILLING
AUTOMATIC SMART SHOPPING TROLLY WITH BILLING
 
IRJET- New Generation Multilevel based Atm Security System
IRJET- New Generation Multilevel based Atm Security SystemIRJET- New Generation Multilevel based Atm Security System
IRJET- New Generation Multilevel based Atm Security System
 
Ad Hoc Atelier
Ad Hoc AtelierAd Hoc Atelier
Ad Hoc Atelier
 

Kürzlich hochgeladen

The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightSafe Software
 
Design Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxDesign Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxFIDO Alliance
 
Revolutionizing SAP® Processes with Automation and Artificial Intelligence
Revolutionizing SAP® Processes with Automation and Artificial IntelligenceRevolutionizing SAP® Processes with Automation and Artificial Intelligence
Revolutionizing SAP® Processes with Automation and Artificial IntelligencePrecisely
 
Generative AI Use Cases and Applications.pdf
Generative AI Use Cases and Applications.pdfGenerative AI Use Cases and Applications.pdf
Generative AI Use Cases and Applications.pdfalexjohnson7307
 
AI mind or machine power point presentation
AI mind or machine power point presentationAI mind or machine power point presentation
AI mind or machine power point presentationyogeshlabana357357
 
Long journey of Ruby Standard library at RubyKaigi 2024
Long journey of Ruby Standard library at RubyKaigi 2024Long journey of Ruby Standard library at RubyKaigi 2024
Long journey of Ruby Standard library at RubyKaigi 2024Hiroshi SHIBATA
 
WebRTC and SIP not just audio and video @ OpenSIPS 2024
WebRTC and SIP not just audio and video @ OpenSIPS 2024WebRTC and SIP not just audio and video @ OpenSIPS 2024
WebRTC and SIP not just audio and video @ OpenSIPS 2024Lorenzo Miniero
 
TopCryptoSupers 12thReport OrionX May2024
TopCryptoSupers 12thReport OrionX May2024TopCryptoSupers 12thReport OrionX May2024
TopCryptoSupers 12thReport OrionX May2024Stephen Perrenod
 
How we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfHow we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfSrushith Repakula
 
ChatGPT and Beyond - Elevating DevOps Productivity
ChatGPT and Beyond - Elevating DevOps ProductivityChatGPT and Beyond - Elevating DevOps Productivity
ChatGPT and Beyond - Elevating DevOps ProductivityVictorSzoltysek
 
Oauth 2.0 Introduction and Flows with MuleSoft
Oauth 2.0 Introduction and Flows with MuleSoftOauth 2.0 Introduction and Flows with MuleSoft
Oauth 2.0 Introduction and Flows with MuleSoftshyamraj55
 
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?(Explainable) Data-Centric AI: what are you explaininhg, and to whom?
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?Paolo Missier
 
JavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuideJavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuidePixlogix Infotech
 
Introduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptxIntroduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptxFIDO Alliance
 
Vector Search @ sw2con for slideshare.pptx
Vector Search @ sw2con for slideshare.pptxVector Search @ sw2con for slideshare.pptx
Vector Search @ sw2con for slideshare.pptxjbellis
 
Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Patrick Viafore
 
Google I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGoogle I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGDSC PJATK
 
UiPath manufacturing technology benefits and AI overview
UiPath manufacturing technology benefits and AI overviewUiPath manufacturing technology benefits and AI overview
UiPath manufacturing technology benefits and AI overviewDianaGray10
 
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptxHarnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptxFIDO Alliance
 

Kürzlich hochgeladen (20)

The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and Insight
 
Design Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxDesign Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptx
 
Revolutionizing SAP® Processes with Automation and Artificial Intelligence
Revolutionizing SAP® Processes with Automation and Artificial IntelligenceRevolutionizing SAP® Processes with Automation and Artificial Intelligence
Revolutionizing SAP® Processes with Automation and Artificial Intelligence
 
Generative AI Use Cases and Applications.pdf
Generative AI Use Cases and Applications.pdfGenerative AI Use Cases and Applications.pdf
Generative AI Use Cases and Applications.pdf
 
AI mind or machine power point presentation
AI mind or machine power point presentationAI mind or machine power point presentation
AI mind or machine power point presentation
 
Overview of Hyperledger Foundation
Overview of Hyperledger FoundationOverview of Hyperledger Foundation
Overview of Hyperledger Foundation
 
Long journey of Ruby Standard library at RubyKaigi 2024
Long journey of Ruby Standard library at RubyKaigi 2024Long journey of Ruby Standard library at RubyKaigi 2024
Long journey of Ruby Standard library at RubyKaigi 2024
 
WebRTC and SIP not just audio and video @ OpenSIPS 2024
WebRTC and SIP not just audio and video @ OpenSIPS 2024WebRTC and SIP not just audio and video @ OpenSIPS 2024
WebRTC and SIP not just audio and video @ OpenSIPS 2024
 
TopCryptoSupers 12thReport OrionX May2024
TopCryptoSupers 12thReport OrionX May2024TopCryptoSupers 12thReport OrionX May2024
TopCryptoSupers 12thReport OrionX May2024
 
How we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdfHow we scaled to 80K users by doing nothing!.pdf
How we scaled to 80K users by doing nothing!.pdf
 
ChatGPT and Beyond - Elevating DevOps Productivity
ChatGPT and Beyond - Elevating DevOps ProductivityChatGPT and Beyond - Elevating DevOps Productivity
ChatGPT and Beyond - Elevating DevOps Productivity
 
Oauth 2.0 Introduction and Flows with MuleSoft
Oauth 2.0 Introduction and Flows with MuleSoftOauth 2.0 Introduction and Flows with MuleSoft
Oauth 2.0 Introduction and Flows with MuleSoft
 
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?(Explainable) Data-Centric AI: what are you explaininhg, and to whom?
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?
 
JavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuideJavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate Guide
 
Introduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptxIntroduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptx
 
Vector Search @ sw2con for slideshare.pptx
Vector Search @ sw2con for slideshare.pptxVector Search @ sw2con for slideshare.pptx
Vector Search @ sw2con for slideshare.pptx
 
Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024
 
Google I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGoogle I/O Extended 2024 Warsaw
Google I/O Extended 2024 Warsaw
 
UiPath manufacturing technology benefits and AI overview
UiPath manufacturing technology benefits and AI overviewUiPath manufacturing technology benefits and AI overview
UiPath manufacturing technology benefits and AI overview
 
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptxHarnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
 

Partfinder computer vision for craftsmanship and industry

  • 1. By
  • 2. ● To identify fasteners, replacement parts and tools accurately and instantly ● The identification process typically requires time and experienced personnel ○ The majority of items are not marked (barcode or QR code) ○ High error rate due to human judgement ● The cost of the identification process is therefore higher than the item itself Problem
  • 3. PARTFINDER allows you to accurately identify replacements parts and fasteners right away through a Software as a Service (SaaS) platform based on DART, the proprietary GETCOO’s image recognition technology Solution
  • 4. DART is GETCOO’s Computer Vision (CV) proprietary technology based on Artificial Intelligence (AI) for Content-Based Image Retrieval (CBIR). DART comes with several advantages with respect to competitors’ solutions: Items vs categories ● Allows you to identify specific items (tapping screw M5 cod. 213665, Adidas Gazelle sneakers blue cod. 4651155, ...), not just categories (tapping screw, sneakers, ...). Fast learning ● Time effective: training process for a new item requires just a few images (compared to hundred thousands) ● Cost effective: computationally lightweight (no supercomputer needed) Performances ● Acquisition time, search time, and precision are constant and independent in the number of items in the database ● DART can identify specific items in million items database with no loss in accuracy and response time DART (Direct Acquisition and ReTrieval)
  • 5. PARTFINDER is made by: ● Front-end: PARTFINDERBOX connected to a personal computer or PARTFINDERApp for smartphone ● Back-end: SaaS platform based on DART technology Product
  • 7. PARTFINDER is the perfect solution to: ● Simplify and speed-up e-commerce systems ● Simplify the customer care ● Warehouse management ○ get the location of an item for fast placement ○ search for identical items with different codes to reduce costs ● Identify items without mark (barcode, QR code, ...) or with unreadable mark Advantages
  • 8. ● PARTFINDERBOX: ○ Cost for the box (one time) ○ Annual subscription (renewable) ○ Cost for help and assistance ● PARTFINDERApp: ○ Annual subscription (renewable) ○ Cost for help and assistance ● The annual subscription fee is determined by the number of items in the database Business model
  • 9. Note: Italian Market Only ● Fasteners distributors: ~230 companies, total annual revenue of 2.3 billion Euros (source UPIVEB, www.upiveb.org) ● Plumbing components producers/distributors: more than 1000 companies, total annual revenue of 7 billion Euros (source ISTAT) ● Electric/Electronic components producers/distributors: ~2600 companies, total annual revenue of 4.5 billion Euros (source ISTAT) ● Machinery repairment companies: more than 16000 companies, total annual revenue of 8 billion Euros (source ISTAT) ● Hardware stores: ~ 15500 (source ASSOFERMET, www.assofermet.it) ● Big distributors (OBI, Brico, Bricoman ...): ~250 stores Market Opportunity
  • 10. Direct competitors: ● Partpic: Startup based in Atlanta that is developing image recognition of commercial parts - https://partpic.com Comparable: ● Slyce - http://slyce.it/ ● Imagga - https://imagga.com/ ● Catchoom - https://catchoom.com/ ● Cortexica - https://www.cortexica.com/ ● Marking companies (impact, hot, laser ...)* * partfinder provides unpaired flexibility and scalability especially for small parts where marking is not physically possible or marking cost is higher than the part itself Competitors
  • 11. Roadmap 8/17 Fundraising 10/17 12/17 2/18 4/18 6/18 PARTFINDERBOX development Release to market PARTFINDERBOX + SaaS Research and development PARTFINDERApp development 6/17
  • 12. The team Stefano Berti CEO, Back-end developer Claudio Berti Ph.D. CTO, R&D Elisa Galante CMO Danilo Candiotti Front-end developer Jona Sbarzaglia Creative director
  • 13. PARTFINDER has been presented (with the name GetCOO View) at the SMAU R2B 2017, winning the Lamarck Prize for innovation (https://www.smau.it/bologna17/) We established a partnership with a fasteners distributor, VIPA S.p.A. for the implementation of an e-commerce solution. Achievements
  • 14. By