├── .gitignore ├── LICENSE ├── README.md ├── __init__.py ├── callbacks ├── __init__.py ├── cosinescheduler.py ├── linearwarmupscheduler.py └── trainingmonitor.py ├── cifar10_stats.json ├── data ├── __init__.py ├── cifargenerator.py ├── datadispatcher.py └── mixupcifargenerator.py ├── layers ├── __init__.py └── mish.py ├── models ├── __init__.py ├── mxresnet.py ├── se_mxresnet.py ├── se_mxresnext.py ├── xresnet.py └── xresnext.py ├── nbs └── cifar10_resnets.ipynb ├── output └── se-mxresnet.png ├── preprocessors ├── __init__.py ├── flippreprocessor.py ├── meanpreprocessor.py ├── padpreprocessor.py ├── patchpreprocessor.py └── reflectionpadpreprocessor.py ├── requirements.txt ├── test.py ├── train.py ├── utils ├── __init__.py ├── calc_cifar_stats.py ├── config.py ├── dispatcher.py └── resnetscheduler.py └── weights └── se-mxresnet20_180.h5 /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /callbacks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/callbacks/__init__.py -------------------------------------------------------------------------------- /callbacks/cosinescheduler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/callbacks/cosinescheduler.py -------------------------------------------------------------------------------- /callbacks/linearwarmupscheduler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/callbacks/linearwarmupscheduler.py -------------------------------------------------------------------------------- /callbacks/trainingmonitor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/callbacks/trainingmonitor.py -------------------------------------------------------------------------------- /cifar10_stats.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/cifar10_stats.json -------------------------------------------------------------------------------- /data/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/data/__init__.py -------------------------------------------------------------------------------- /data/cifargenerator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/data/cifargenerator.py -------------------------------------------------------------------------------- /data/datadispatcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/data/datadispatcher.py -------------------------------------------------------------------------------- /data/mixupcifargenerator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/data/mixupcifargenerator.py -------------------------------------------------------------------------------- /layers/__init__.py: -------------------------------------------------------------------------------- 1 | from .mish import Mish 2 | -------------------------------------------------------------------------------- /layers/mish.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/layers/mish.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/mxresnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/models/mxresnet.py -------------------------------------------------------------------------------- /models/se_mxresnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/models/se_mxresnet.py -------------------------------------------------------------------------------- /models/se_mxresnext.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/models/se_mxresnext.py -------------------------------------------------------------------------------- /models/xresnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/models/xresnet.py -------------------------------------------------------------------------------- /models/xresnext.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/models/xresnext.py -------------------------------------------------------------------------------- /nbs/cifar10_resnets.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/nbs/cifar10_resnets.ipynb -------------------------------------------------------------------------------- /output/se-mxresnet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/output/se-mxresnet.png -------------------------------------------------------------------------------- /preprocessors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/preprocessors/__init__.py -------------------------------------------------------------------------------- /preprocessors/flippreprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/preprocessors/flippreprocessor.py -------------------------------------------------------------------------------- /preprocessors/meanpreprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/preprocessors/meanpreprocessor.py -------------------------------------------------------------------------------- /preprocessors/padpreprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/preprocessors/padpreprocessor.py -------------------------------------------------------------------------------- /preprocessors/patchpreprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/preprocessors/patchpreprocessor.py -------------------------------------------------------------------------------- /preprocessors/reflectionpadpreprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/preprocessors/reflectionpadpreprocessor.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/requirements.txt -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/train.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/utils/__init__.py -------------------------------------------------------------------------------- /utils/calc_cifar_stats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/utils/calc_cifar_stats.py -------------------------------------------------------------------------------- /utils/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/utils/config.py -------------------------------------------------------------------------------- /utils/dispatcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/utils/dispatcher.py -------------------------------------------------------------------------------- /utils/resnetscheduler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/utils/resnetscheduler.py -------------------------------------------------------------------------------- /weights/se-mxresnet20_180.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iamVarunAnand/image_classification/HEAD/weights/se-mxresnet20_180.h5 --------------------------------------------------------------------------------