├── .gitignore ├── LICENSE ├── README.md └── tf_image_segmentation ├── __init__.py ├── models ├── __init__.py ├── fcn_16s.py ├── fcn_32s.py ├── fcn_8s.py ├── resnet_v1_101_16s.py ├── resnet_v1_101_8s.py ├── resnet_v1_50_16s.py └── resnet_v1_50_8s.py ├── recipes └── pascal_voc │ ├── DeepLab │ ├── resnet_v1_101_16s_test.ipynb │ ├── resnet_v1_101_16s_train.ipynb │ ├── resnet_v1_101_8s_test.ipynb │ └── resnet_v1_101_8s_train.ipynb │ ├── FCNs │ ├── fcn_16s_test_pascal.ipynb │ ├── fcn_16s_train.ipynb │ ├── fcn_32s_test_pascal.ipynb │ ├── fcn_32s_train.ipynb │ ├── fcn_8s_test_pascal.ipynb │ ├── fcn_8s_train.ipynb │ ├── multiple_gpu_arch.png │ ├── multiple_gpu_speedup.png │ ├── multiple_gpu_time.png │ └── multiple_gpu_training.ipynb │ └── convert_pascal_voc_to_tfrecords.ipynb └── utils ├── __init__.py ├── augmentation.py ├── inference.py ├── pascal_voc.py ├── tf_records.py ├── training.py ├── upsampling.py └── visualization.py /.gitignore: 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