The state of SageMaker: It's a work in progress. I have been working on evaluating AWS SageMaker with TensorFlow, and integrating it into our Python heavy ML stack to provide the model training step. The idea is to avoid
Evaluating Perceptual Image Hashes at OkCupid At OkCupid, we sometimes run into users and bots that re-use the same photos we've seen before. While sometimes we can simply check if a photo has been seen (and