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Training Warehouse Robots

by Morgan Stevens
A robot arm stacking dice

Amazon has created three datasets to train AI systems in warehouses. The first dataset helps train AI systems to distinguish between individual products and includes over 44,000 close-up images of containers with mixed objects. The second dataset helps train AI systems to detect defects and includes over 13,300 images of defects caused by a robot picking and transferring multiple products to a destination, opening a package, or breaking a product. The third dataset helps train AI systems to direct robotic arms to separate distinct products from each other in warehouses and includes images of 235,000 order picks.

Get the data.

Image credit: Flickr user Dan Ruscoe

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