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Add timm backbones to mmdet models#848

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ai-fast-track wants to merge 100 commits intoairctic:masterairctic/icevision:masterfrom ai-fast-track:timm_mmdet_supportai-fast-track/icevision:timm_mmdet_supportCopy head branch name to clipboard

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Commits

Commits on Jul 16, 2021

• adding timm support

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• fixed argument names

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• added imports

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• use ice_mobilenetv3_large_100 method name

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• add BACKBONES import

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• add model attribute

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• add torch.nn import

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• fix path

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• fixed file name

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• setweights_path to None for timm backbones

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• applied black

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• added __call__

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• added a super class: MMDetTimmBackbone

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• added resnet backbones

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• added all the backbones

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• added support for all timm mobilenetnet backbones

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• move common code in a separate module

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• rename file

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• added resne(s)t support

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• added missing import

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• applied black

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• fixed names and added imports

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• added missing imports

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• remove unsupported models

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• fixed typo

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• remove import

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• added resnest import

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• added misssing backbone

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• store backbones in folders by model

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• expose separate model families

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• added mmdet folder

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• wrap backbone dict in ConfigDict

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• applied black

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• added param_groups support

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• set different param_groups for mmdet and timm

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• fixed name

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• add ssd stuff

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• applied black

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• add soft_dependencies

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• added pip install timm

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• remove commented code

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• fix mmdet tests

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• import SoftDependencies

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• removed unnecessary import

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• added imports

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• move timm installation up

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• set pretrained attribute in cfg.model

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• added weight_path for mmdet backbones

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• removed pretrained attribute

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• added init_cfg

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• applied black

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• added weights_url

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• include downloading timm backbone case

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• create timm model from model_name

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• added BaseMobileNetV3 class

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• missing imports

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• only test v3_large_100

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• only test v3_large_100

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• only get the 3 standard layers

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• added get_feature_channels() method

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• return only feature_channels for out_indices

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• added resnet support

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• remove unused methods

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• added resnest support

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• initialize attributes in the base class

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• added mobilenetv3_rw

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• applied black

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• added resnetrs50

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• added extra keys

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• added extra keys

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• added config_path

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• added weights_url attribute

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• pass config_path argument to parent class

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• added download_weights()

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• set out_indices to (2, 3, 4) like mmdet and torchvision

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• remove comma

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• added default values

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• added weights_url

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• added log message

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• remove duplicated keys

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• populare config_path if a user pass None

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• add mmdet base path to config_path and raise errors

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• added resnest101e

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• added weights_url

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• rename TIMM to Timm. raise ValueError for invalid values

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• fix upper and lower bands

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• applied black

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• handle Timm pretrained backbones

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• added fcos config file to samples (for tests)

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• added tests for mobilnetv3 timm backbone

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• applied black

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Commits on Jul 19, 2021

• added pretrained

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• removed comment

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  22c2276

Commits on Jul 21, 2021

• add utils module

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• added more tests

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  74c769b

Commits on Jul 23, 2021

• added resnetrs50 to tests

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  ae13e67

Commits on Jul 24, 2021

• Created using Colab

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• removed duplicate

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• added timm_mmdet notebook + its doc

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  1332af4

Commits on Jul 27, 2021

• added efficientnet support

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