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New tutorials on http://keras.io : FixRes, a technique for boosting the performance of vision models by addressing the fact that they tend to be trained on crops of different sizes compared to the images they see at inference time.https://keras.io/examples/vision/fixres/ …
Created by @RisingSayak. Check out the original paper:https://arxiv.org/abs/1906.06423
Anything you can do to monitor and reduce the training/serving skew can make a big difference. The pitfalls of local generalization... :)
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