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Release 0.3.0#35

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BloodAxe merged 92 commits intomasterBloodAxe/pytorch-toolbelt:masterfrom developBloodAxe/pytorch-toolbelt:developCopy head branch name to clipboardJan 17, 2020

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Commits

Commits on Oct 8, 2019

• InceptionV4 encoder (WIP)

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Commits on Oct 22, 2019

• Add inceptionv4 encoder

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• Merge remote-tracking branch 'origin/feature/inceptionv4' into develop

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• Change default value of align_corners to False

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• Increment development version

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Commits on Oct 23, 2019

• Fix output stride in layer1

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Commits on Oct 25, 2019

• Global refactoring of encoders & decoders

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Commits on Oct 26, 2019

• Refactor encoders & decoders

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• Refactor encoders & decoders

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Commits on Oct 27, 2019

• Global refactoring of encoders & decoders

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• Fix wrong channels size

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Commits on Nov 9, 2019

• Adding flexible input channels support

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Commits on Nov 16, 2019

• Global code cleanup/refactoring

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• Fix typo

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• Do not use pretrained weights in tests

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Commits on Nov 18, 2019

• Updates for Deeplab decoder

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Commits on Nov 19, 2019

• Fix import of SummaryWriter

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• Add more callbacks

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Commits on Nov 20, 2019

• Soft CE & BCE losses

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Commits on Nov 21, 2019

• Fix SoftBCELoss

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• Code formatting

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• Code formatting

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• Fix missing import

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• Use inplace accumulation

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Commits on Nov 22, 2019

• Fix UNet implementation

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• Merge remote-tracking branch 'origin/feature/0.3.0' into feature/0.3.0

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• Fix FPN sum

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• DeeplabV3+ decoder

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• DeeplabV3+ decoder

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• Fix deeplab decoder

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Commits on Nov 27, 2019

• Fix typo in proj blocks

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• Fix block names

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• Use Dropout2d

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• Refactor FPN decoders

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• Bugfix

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• change_input_channels returns self

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Commits on Nov 28, 2019

• Add HRNet model

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Commits on Nov 29, 2019

• Add LR schedules

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• Merge remote-tracking branch 'origin/feature/0.3.0' into feature/0.3.0

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Commits on Dec 1, 2019

• Add object context blocks

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• Update OCNet

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Commits on Dec 2, 2019

• Add dropout to unet decoder

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• Use nn.Dropout2d

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Commits on Dec 3, 2019

• Add Dropout

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Commits on Dec 5, 2019

• Explicitly specify y_true/y_pred

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• Fix value of CallbackOrder

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• Do not apply bias to conv layers followed by batchnorm

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• Merge remote-tracking branch 'origin/feature/0.3.0' into feature/0.3.0

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• Put back size=2

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• Memory optimization for confusion meter callback

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Commits on Dec 6, 2019

• Add weights initializaiton

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• Remove unneeded bias parameter

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• Fix commentary

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• Refactor HRNet

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• Refactor HRNet

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• Refactor HRNet

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Commits on Dec 8, 2019

• Fix unexising module name

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• Fix dice & jaccard losses

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Commits on Dec 9, 2019

• Add support of ABN block

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• Add support of changing number of channels

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• Add support of abn block in UNets

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• Improve focal loss (support normalized focal loss)

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• Merge remote-tracking branch 'origin/feature/0.3.0' into feature/0.3.0

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Commits on Dec 10, 2019

• Prevent small normalization focal term

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Commits on Dec 11, 2019

• Change interpolation in Unet

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• Improve Unet

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• Add assertion message

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• Reformat

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• Reformat

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Commits on Dec 15, 2019

• Add support of setting interpolation for FPN

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Commits on Dec 19, 2019

• Fix implementation of MobilenetV2

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Commits on Dec 27, 2019

• Update black dependencies

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Commits on Dec 28, 2019

• Simplify swish activation module

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Commits on Jan 2, 2020

• Black reformatting

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• Black reformatting

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• Black reformatting

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• Optimize imports

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• Added naive swish implementation that is tracing-friendly

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Commits on Jan 3, 2020

• Add Pillow and torchnet dependencies

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• Relax torchnet dependency version

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Commits on Jan 4, 2020

• performance of ImageSlicer weight=pyramid

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Commits on Jan 5, 2020

• Set Pillow version >=6, <7

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• Remove upsampling to produce final feature map of stride 4. Instead, return feature maps of stride 4/8/16/32

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• Merge pull request #34 from ksenobojca/feature/0.3.0

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• Black8 reformat

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• Black reformat

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• Merge remote-tracking branch 'origin/feature/0.3.0' into feature/0.3.0

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Commits on Jan 9, 2020

• Fixes case when data contains non-tensor types

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• Bugfix of edge case when all elements ignored

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Commits on Jan 17, 2020

• Fix missing batchnorm call for FPNBottleneckBlockBN

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• Remove unused variable

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• Merge pull request #33 from BloodAxe/feature/0.3.0

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