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DeepMedicalColorization

Image Classification
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MalumaDev commited on
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First model version

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Files changed (15) hide show
  1. Models/Baseline_D121/Baseline_ALL_D121.pt +3 -0
  2. Models/Baseline_D121/Baseline_LastLayer_D121.pt +3 -0
  3. Models/Baseline_R18/Baseline_ALL_R18.pt +3 -0
  4. Models/Baseline_R18/Baseline_LastLayer_R18.pt +3 -0
  5. Models/ColorU_D121/DenseNet121_ColorU_ALL.pt +3 -0
  6. Models/ColorU_D121/DenseNet121_ColorU_ColorModule.pt +3 -0
  7. Models/ColorU_R18/ResNet18_ColorU_All.pt +3 -0
  8. Models/ColorU_R18/ResNet18_ColorU_ColorModule.pt +3 -0
  9. Models/DECONV_R18/ResNet18_DECONV_All.pt +3 -0
  10. Models/DECONV_R18/ResNet18_DECONV_ColorModule.pt +3 -0
  11. Models/PixelShuffle_D121/DenseNet121_PixelShuffle_All.pt +3 -0
  12. Models/PixelShuffle_D121/DenseNet121_PixelShuffle_ColorModule.pt +3 -0
  13. Models/PixelShuffle_R18/ResNet18_PixelShuffle_All.pt +3 -0
  14. Models/PixelShuffle_R18/ResNet18_PixelShuffle_ColorModule.pt +3 -0
  15. Models/README_FILES.md +37 -0
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Models/PixelShuffle_D121/DenseNet121_PixelShuffle_ColorModule.pt ADDED
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+ # Colorization modules
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+
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+ ## DECONV
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+
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+ ### DenseNet121
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+
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+ - Training colorization module: https://drive.google.com/open?id=1AahfPmKiRFgi0xwOYgE1PaxWAOnc-syG
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+ - Finetuning all: https://drive.google.com/open?id=1lZRkwGrfVP9jaNCSe8-Dch7wrCGCuukh
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+
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+ ### ResNet18
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+
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+ - Training colorization module: https://drive.google.com/open?id=1z57bIjN4C3nKZSeyI2vCUFpa-imrP0e8
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+ - Finetuning all: https://drive.google.com/open?id=1JoLj1tjG7brmL3bVAST1gs5QDtHpSL8w
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+
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+ ## PixelShuffle
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+
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+ ### DenseNet121
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+
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+ - Training colorization module: https://drive.google.com/open?id=1DC_eZVd3DM2Y2zsfiMBWLaH2Vx-CkOpk
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+ - Finetuning all: https://drive.google.com/open?id=1RL_Cc2A3CPLpVgHHvzfB2ew9x7__EM6j
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+
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+ ### ResNet18
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+
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+ - Training colorization module: https://drive.google.com/open?id=1KH0yrCGq2JjVtNNAUKCfLoVJLHmi04UE
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+ - Finetuning all: https://drive.google.com/open?id=12Opjwub6jWNTjm992wj1NldJ4OEE0O6H
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+
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+ ## ColorU
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+
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+ ### DenseNet121
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+
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+ - Training colorization module: https://drive.google.com/open?id=1E4ZFjLZHxAuDLwJY9I1qDqRc6SQda0Rx
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+ - Finetuning all: https://drive.google.com/open?id=1d6Bali_47Y6D5L4d9QscU63A1GnfsxLB
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+
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+ ### ResNet18
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+
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+ - Training colorization module: https://drive.google.com/open?id=1W2841H_hv1zSjNl118d0pEUKkBQE8e2v
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+ - Finetuning all: https://drive.google.com/open?id=1EZDaH0h5Ro_BXWfJcZxcYH4X88qWy9jG