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Has anyone been able to train GAN on larger resolution images like 640x480

At pikup.ai, we are building the new age autonomous store, using Artificial Intelligence, Computer Vision and Sensor Fusion. We believe that after vending machines, malls, e-commer…

Let's say you you two object detectors - FasterRCNN with Resnet backbone and SSD with Resnet and focal loss. Both have similar loss but difference in mAP. How do you compare these …

But when RGB scales, tilts or shears then how do you mathematically move depth accordingly?

Thanks for sharing these links. I found https://github.com/aleju/imgaug and https://github.com/mdbloice/Augmentor to be good when you have 2D data. My challenge is that I have x,y …

What are good data augmentation techniques which can work with 3d data specifically depth being third dimension. Also, any pointers on tools around them would be of great help.

Any existing tools to label a new dataset with person keypoints.

It'skept behind the doors but would be interesting to understand from someone who has visited the store.

OPening this as a discussion thread to understand how Amazon GO AI works.

Hackers, i am looking for some reference to understand how to apply transfer learning for detecting certain human activities in a live video feed.

Here are some thoughts for engineers to broaden their horizons - https://www.linkedin.com/pulse/differentiation-age-commodity...