├── .gitignore ├── Makefile ├── README.md ├── architectures ├── __init__.py ├── icnet_architecture.py └── pspnet_architecture.py ├── compress.py ├── configs ├── compression │ ├── icnet_resnet_v1_pruner_v1.prune_config │ ├── icnet_resnet_v1_pruner_v2.prune_config │ └── pspnet50_resnet_v1_pruner.prune_config ├── pspnet_1.0_713_mobilenet_v2.config ├── pspnet_1.0_713_resnet_v1.config ├── sample_icnet_resnet_v1.config ├── single_stage_icnet_1.0_1025_mobilenet_v2.config ├── single_stage_icnet_1.0_1025_resnet_v1.config ├── two_stage_icnet_0.5_1025_resnet_v1_stage_2.config └── two_stage_icnet_1.0_1025_resnet_v1_stage_1.config ├── dataset_tools └── create_cityscapes_tfrecord.py ├── docs ├── configs.md ├── datasets.md ├── icnet.md ├── imgs │ ├── cityscapes_seq.gif │ └── icnet_tensorboard.jpg ├── installation.md ├── model_zoo.md └── pspnet.md ├── eval.py ├── export.py ├── extractors ├── __init__.py ├── pspnet_icnet_mobilenet_v2.py └── pspnet_icnet_resnet_v1.py ├── inference.py ├── libs ├── __init__.py ├── base_model.py ├── compressible_ops.py ├── constants.py ├── evaluator.py ├── exporter.py ├── filter_pruner.py ├── graph_utils.py ├── standard_fields.py └── trainer.py ├── protos ├── __init__.py ├── compressor.proto ├── eval.proto ├── hyperparams.proto ├── icnet.proto ├── input_reader.proto ├── losses.proto ├── model.proto ├── optimizer.proto ├── pipeline.proto ├── preprocessor.proto ├── pspnet.proto └── train.proto ├── third_party ├── __init__.py ├── conv_blocks.py ├── dilated_resnet_v1.py ├── mem_util.py ├── memory_saving_gradients.py ├── memory_saving_gradients_patch.py ├── mobilenet.py ├── mobilenet_v2.py ├── model_deploy.py ├── resnet_utils.py └── resnet_v1.py ├── train.py └── train_mem_saving.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/.gitignore -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/Makefile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/README.md -------------------------------------------------------------------------------- /architectures/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/architectures/__init__.py -------------------------------------------------------------------------------- /architectures/icnet_architecture.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/architectures/icnet_architecture.py -------------------------------------------------------------------------------- /architectures/pspnet_architecture.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/architectures/pspnet_architecture.py -------------------------------------------------------------------------------- /compress.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/compress.py -------------------------------------------------------------------------------- /configs/compression/icnet_resnet_v1_pruner_v1.prune_config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/compression/icnet_resnet_v1_pruner_v1.prune_config -------------------------------------------------------------------------------- /configs/compression/icnet_resnet_v1_pruner_v2.prune_config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/compression/icnet_resnet_v1_pruner_v2.prune_config -------------------------------------------------------------------------------- /configs/compression/pspnet50_resnet_v1_pruner.prune_config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/compression/pspnet50_resnet_v1_pruner.prune_config -------------------------------------------------------------------------------- /configs/pspnet_1.0_713_mobilenet_v2.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/pspnet_1.0_713_mobilenet_v2.config -------------------------------------------------------------------------------- /configs/pspnet_1.0_713_resnet_v1.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/pspnet_1.0_713_resnet_v1.config -------------------------------------------------------------------------------- /configs/sample_icnet_resnet_v1.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/sample_icnet_resnet_v1.config -------------------------------------------------------------------------------- /configs/single_stage_icnet_1.0_1025_mobilenet_v2.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/single_stage_icnet_1.0_1025_mobilenet_v2.config -------------------------------------------------------------------------------- /configs/single_stage_icnet_1.0_1025_resnet_v1.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/single_stage_icnet_1.0_1025_resnet_v1.config -------------------------------------------------------------------------------- /configs/two_stage_icnet_0.5_1025_resnet_v1_stage_2.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/two_stage_icnet_0.5_1025_resnet_v1_stage_2.config -------------------------------------------------------------------------------- /configs/two_stage_icnet_1.0_1025_resnet_v1_stage_1.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/configs/two_stage_icnet_1.0_1025_resnet_v1_stage_1.config -------------------------------------------------------------------------------- /dataset_tools/create_cityscapes_tfrecord.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/dataset_tools/create_cityscapes_tfrecord.py -------------------------------------------------------------------------------- /docs/configs.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/docs/configs.md -------------------------------------------------------------------------------- /docs/datasets.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/docs/datasets.md -------------------------------------------------------------------------------- /docs/icnet.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/docs/icnet.md -------------------------------------------------------------------------------- /docs/imgs/cityscapes_seq.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/docs/imgs/cityscapes_seq.gif -------------------------------------------------------------------------------- /docs/imgs/icnet_tensorboard.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/docs/imgs/icnet_tensorboard.jpg -------------------------------------------------------------------------------- /docs/installation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/docs/installation.md -------------------------------------------------------------------------------- /docs/model_zoo.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/docs/model_zoo.md -------------------------------------------------------------------------------- /docs/pspnet.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/docs/pspnet.md -------------------------------------------------------------------------------- /eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/eval.py -------------------------------------------------------------------------------- /export.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/export.py -------------------------------------------------------------------------------- /extractors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/extractors/__init__.py -------------------------------------------------------------------------------- /extractors/pspnet_icnet_mobilenet_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/extractors/pspnet_icnet_mobilenet_v2.py -------------------------------------------------------------------------------- /extractors/pspnet_icnet_resnet_v1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/extractors/pspnet_icnet_resnet_v1.py -------------------------------------------------------------------------------- /inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/inference.py -------------------------------------------------------------------------------- /libs/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/__init__.py -------------------------------------------------------------------------------- /libs/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/base_model.py -------------------------------------------------------------------------------- /libs/compressible_ops.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/compressible_ops.py -------------------------------------------------------------------------------- /libs/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/constants.py -------------------------------------------------------------------------------- /libs/evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/evaluator.py -------------------------------------------------------------------------------- /libs/exporter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/exporter.py -------------------------------------------------------------------------------- /libs/filter_pruner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/filter_pruner.py -------------------------------------------------------------------------------- /libs/graph_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/graph_utils.py -------------------------------------------------------------------------------- /libs/standard_fields.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/standard_fields.py -------------------------------------------------------------------------------- /libs/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/libs/trainer.py -------------------------------------------------------------------------------- /protos/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /protos/compressor.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/compressor.proto -------------------------------------------------------------------------------- /protos/eval.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/eval.proto -------------------------------------------------------------------------------- /protos/hyperparams.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/hyperparams.proto -------------------------------------------------------------------------------- /protos/icnet.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/icnet.proto -------------------------------------------------------------------------------- /protos/input_reader.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/input_reader.proto -------------------------------------------------------------------------------- /protos/losses.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/losses.proto -------------------------------------------------------------------------------- /protos/model.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/model.proto -------------------------------------------------------------------------------- /protos/optimizer.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/optimizer.proto -------------------------------------------------------------------------------- /protos/pipeline.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/pipeline.proto -------------------------------------------------------------------------------- /protos/preprocessor.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/preprocessor.proto -------------------------------------------------------------------------------- /protos/pspnet.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/pspnet.proto -------------------------------------------------------------------------------- /protos/train.proto: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/protos/train.proto -------------------------------------------------------------------------------- /third_party/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /third_party/conv_blocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/conv_blocks.py -------------------------------------------------------------------------------- /third_party/dilated_resnet_v1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/dilated_resnet_v1.py -------------------------------------------------------------------------------- /third_party/mem_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/mem_util.py -------------------------------------------------------------------------------- /third_party/memory_saving_gradients.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/memory_saving_gradients.py -------------------------------------------------------------------------------- /third_party/memory_saving_gradients_patch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/memory_saving_gradients_patch.py -------------------------------------------------------------------------------- /third_party/mobilenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/mobilenet.py -------------------------------------------------------------------------------- /third_party/mobilenet_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/mobilenet_v2.py -------------------------------------------------------------------------------- /third_party/model_deploy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/model_deploy.py -------------------------------------------------------------------------------- /third_party/resnet_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/resnet_utils.py -------------------------------------------------------------------------------- /third_party/resnet_v1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/third_party/resnet_v1.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/train.py -------------------------------------------------------------------------------- /train_mem_saving.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/oandrienko/fast-semantic-segmentation/HEAD/train_mem_saving.py --------------------------------------------------------------------------------