├── LICENSE ├── README.md ├── TinyImageNetClassifier.py ├── config.py ├── data_aug ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-35.pyc │ ├── __init__.cpython-36.pyc │ ├── bbox_util.cpython-35.pyc │ ├── bbox_util.cpython-36.pyc │ ├── data_aug.cpython-35.pyc │ └── data_aug.cpython-36.pyc ├── bbox_util.py └── data_aug.py ├── misc_utils ├── create_train_test_ann.py ├── get_started.png ├── plots │ ├── Inceptions.png │ ├── Light_weight.png │ ├── ResNets.png │ ├── ResNets_w_wo_residual.png │ ├── Vgg16.png │ └── all_models.png └── read_and_plot.py ├── models ├── EfficientNet.py ├── EfficientNet_config.py ├── Inception_ResNet_v2.py ├── Inception_ResNet_v2_config.py ├── Inception_v1.py ├── Inception_v1_config.py ├── Inception_v2.py ├── Inception_v2_config.py ├── Inception_v3.py ├── Inception_v3_config.py ├── Inception_v4.py ├── Inception_v4_config.py ├── MNASNet.py ├── MNASNet_config.py ├── MobileNet_v1.py ├── MobileNet_v1_config.py ├── MobileNet_v2.py ├── MobileNet_v2_config.py ├── MobileNet_v3.py ├── MobileNet_v3_config.py ├── NASNet.py ├── NASNet_config.py ├── ResNet18.py ├── ResNet18_config.py ├── ResNet18_v2.py ├── ResNet18_v2_config.py ├── ResNet18_wo_residual.py ├── ResNet18_wo_residual_config.py ├── ResNet34.py ├── ResNet34_config.py ├── ResNet34_v2.py ├── ResNet34_v2_config.py ├── ResNet34_wo_residual.py ├── ResNet34_wo_residual_config.py ├── SqueezeNet.py ├── SqueezeNet_config.py ├── VGG16.py ├── VGG16_bn.py ├── VGG16_bn_config.py ├── VGG16_config.py ├── Xception.py ├── Xception_config.py └── extras │ ├── ResNet50.py │ ├── ResNet50_config.py │ ├── ResNext50.py │ └── ResNext50_config.py ├── paper ├── Benchmark Results.xls ├── Cancelled │ ├── ResNext - 2016 - 1611.05431.pdf │ └── ShuffleNet - 2017 - 1707.01083.pdf ├── Done │ ├── EfficientNet - 2019 - 1905.11946.pdf │ ├── Inception_v1 - 2014 - 1409.4842.pdf │ ├── Inception_v2,3 - 2015 - 1512.00567.pdf │ ├── Inception_v4, InceptionResNet-v1, v2- 2016 - 1602.07261.pdf │ ├── MNASNet - 2018 - 1807.11626.pdf │ ├── MobileNet_v1 - 2017 - 1704.04861.pdf │ ├── MobileNet_v2 - 2019 - 1801.04381.pdf │ ├── MobileNet_v3 - 2019 - 1905.02244.pdf │ ├── NASNet - 2018 - 1707.07012.pdf │ ├── ResNet - 2015 - 1512.03385.pdf │ ├── ResNet_v2 - 2016 - 1603.05027.pdf │ ├── SqueezeNet - 2016 - 1602.07360.pdf │ ├── VGG16 - 2014 - 1409.1556.pdf │ └── Xception - 2016 - 1610.02357.pdf └── Squeeze-and-Excitation Networks - 2017 - 1709.01507.pdf ├── requirements.txt ├── run_classifier.py └── tfrecords_helper.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/meet-minimalist/TinyImageNet-Benchmarks/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/meet-minimalist/TinyImageNet-Benchmarks/HEAD/README.md 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