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TinyUnet #182

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JohnTigue opened this issue Apr 2, 2020 · 1 comment

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JohnTigue commented Apr 2, 2020

https://tfhub.dev/nvidia/unet/industrial/class_10/1:

TinyUNet has been introduced to reduce the model capacity which was leading to a high degree of over-fitting on a small dataset like DAGM2007.

Not sure if AIBS ~500 cells is a small dataset.

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JohnTigue commented Apr 2, 2020

https://colab.research.google.com/github/vinhngx/DeepLearningExamples/blob/vinhn_unet_industrial_demo/TensorFlow/Segmentation/UNet_Industrial/notebooks/Colab_UNet_Industrial_TF_TFHub_inference_demo.ipynb#scrollTo=fW0OKDzvmTbt

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