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by andrewtbham 2435 days ago
I recently spent months implementing ML CV system for manufacturing and I tried several of the services mentioned.

This paper is comparing AWS Rekognition, Google Cloud Vision, and Azure Computer Vision. I tried Google and Azure. I also tried clarifai.

To get 100% accuracy I ended up building my own service, and doing some really unconventional things. I used tensorflow, but I may rewrite the whole thing in pytorch.

I tried using neural architecture search but it was a dead end.

The key for me was training data distribution search.

https://twitter.com/karpathy/status/1175138379198914560