Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided...
Transcript of Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided...
![Page 1: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/1.jpg)
Deep learning for vision guided robotics
Automating logistics
![Page 2: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/2.jpg)
The team
Herbert ten HaveCEO
Kanter van DeurzenCTO
The team
Laurens van WijkCOO
Prof.Dr.Ir. Martijn WisseAdvisor
![Page 3: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/3.jpg)
Logistics contains many heavy and repetitive tasks
Majority of warehouses (>80%) are manually operated
Labor is physically heavy and repetitive
Allowed margin of error is low
Main costs of operation:Warehousing: Order picking (>55%)
Postal sorting: Singulation (>65%)
![Page 4: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/4.jpg)
Within the logistic sector variation is standard:
- Products vary- Packaging varies- Stacks vary
In order to automate these environments an effective and scalable solution for variation is needed.
Conventional robotics fail to handle product variation
![Page 5: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/5.jpg)
Market opportunity
The global logistics robots market was valued at $3,060 million in 2015
Projection for 2021 is $10,518 millionCAGR of 25.4% from 2017 to 2021
Picking robots contributed to the highest share of this market
E-commerce is one of the biggest drivers. This will affect mainly warehousing and
postal services
![Page 6: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/6.jpg)
Artificial intelligence
![Page 7: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/7.jpg)
Picking
![Page 8: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/8.jpg)
![Page 9: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/9.jpg)
Through deep learning robots can learn to handle variation
![Page 10: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/10.jpg)
![Page 11: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/11.jpg)
![Page 12: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/12.jpg)
![Page 13: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/13.jpg)
Depalletizing
![Page 14: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/14.jpg)
Quality control
![Page 15: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/15.jpg)
We excel in determining Grasp Locations for Varying Objects through Deep Learning
![Page 16: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/16.jpg)
Applications & markets
What?
Order pickingBin picking
Quality controlIdentification
For whom?
WarehousingPostal sector
![Page 17: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/17.jpg)
Logistcs track record (a selection)
Warehousing logistics Parcel handling
End users
Integrators
![Page 18: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/18.jpg)
Conversing with
![Page 19: Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO](https://reader030.fdocuments.us/reader030/viewer/2022040608/5ec45842ea0a94064f6de65e/html5/thumbnails/19.jpg)
[email protected]+31 6 53555955