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README.md

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+# Very Deep Convolutional Networks for Large-Scale Image Recognition
+<b>Paper:</b> <a href="https://arxiv.org/abs/1512.03385">https://arxiv.org/abs/1512.03385</a>  
+ 
+# About
+These are the pretrained weights for [this](https://github.com/matthias-wright/flaxmodels/tree/main/flaxmodels/resnet) ResNet implementation in Jax/Flax. The weights are taken from [this](https://github.com/pytorch/vision/blob/master/torchvision/models/resnet.py) repository. 
+
+# Documentation
+[Here](https://github.com/matthias-wright/flaxmodels/blob/main/docs/Documentation.md#1-checkpoints) is a documentation that explains the preprocessing steps as well as the format of the pretrained weights.