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Deep learning for vision guided robotics Automating logistics
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Deep learning for vision guided robotics Automatinglogistics · Deep learning for vision guided robotics Automatinglogistics. The team Herbert ten Have CEO Kanter van Deurzen CTO

May 20, 2020

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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

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

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

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

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

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

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

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
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

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
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
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
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

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

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

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

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

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

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

[email protected]+31 6 53555955