├── LICENSE ├── README.md ├── config.py ├── datasets ├── .DS_Store ├── cityscapes │ ├── .DS_Store │ ├── attribution.txt │ ├── cityscapes.py │ ├── cityscapes_labels.py │ ├── dataloader │ │ ├── __init__.py │ │ ├── base_loader.py │ │ ├── get_dataloaders.py │ │ ├── sampler.py │ │ └── transforms.py │ └── utils │ │ ├── __init__.py │ │ ├── attr_dict.py │ │ ├── misc.py │ │ ├── my_data_parallel.py │ │ ├── progress_bar.py │ │ └── trnval_utils.py └── imagenet │ └── imagenet_data_loader.py ├── docker ├── Dockerfile ├── entrypoint.sh └── requirements.txt ├── figures ├── ffnet_3_stage_architecture.png ├── ffnet_architecture.png ├── stem-up-head-choices.png ├── stride_32_gpu_models.png └── stride_64_gpu_models.png ├── model_weights ├── README.md └── fetch_pre_trained_weights.sh ├── models ├── __init__.py ├── ffnet_NS_mobile.py ├── ffnet_N_gpu_large.py ├── ffnet_S_gpu_large.py ├── ffnet_S_gpu_small.py ├── ffnet_S_mobile.py ├── ffnet_blocks.py ├── ffnet_gpu_large.py ├── ffnet_gpu_small.py ├── model_registry.py ├── resnet.py └── utils.py └── scripts ├── evaluate_cityscapes.py ├── evaluate_imagenet.py └── evaluate_timing.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/README.md -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/config.py -------------------------------------------------------------------------------- /datasets/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/.DS_Store -------------------------------------------------------------------------------- /datasets/cityscapes/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/.DS_Store -------------------------------------------------------------------------------- /datasets/cityscapes/attribution.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/attribution.txt -------------------------------------------------------------------------------- /datasets/cityscapes/cityscapes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/cityscapes.py -------------------------------------------------------------------------------- /datasets/cityscapes/cityscapes_labels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/cityscapes_labels.py -------------------------------------------------------------------------------- /datasets/cityscapes/dataloader/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /datasets/cityscapes/dataloader/base_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/dataloader/base_loader.py -------------------------------------------------------------------------------- /datasets/cityscapes/dataloader/get_dataloaders.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/dataloader/get_dataloaders.py -------------------------------------------------------------------------------- /datasets/cityscapes/dataloader/sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/dataloader/sampler.py -------------------------------------------------------------------------------- /datasets/cityscapes/dataloader/transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/dataloader/transforms.py -------------------------------------------------------------------------------- /datasets/cityscapes/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /datasets/cityscapes/utils/attr_dict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/utils/attr_dict.py -------------------------------------------------------------------------------- /datasets/cityscapes/utils/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/utils/misc.py -------------------------------------------------------------------------------- /datasets/cityscapes/utils/my_data_parallel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/utils/my_data_parallel.py -------------------------------------------------------------------------------- /datasets/cityscapes/utils/progress_bar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/utils/progress_bar.py -------------------------------------------------------------------------------- /datasets/cityscapes/utils/trnval_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/cityscapes/utils/trnval_utils.py -------------------------------------------------------------------------------- /datasets/imagenet/imagenet_data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/datasets/imagenet/imagenet_data_loader.py -------------------------------------------------------------------------------- /docker/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/docker/Dockerfile -------------------------------------------------------------------------------- /docker/entrypoint.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/docker/entrypoint.sh -------------------------------------------------------------------------------- /docker/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/docker/requirements.txt -------------------------------------------------------------------------------- /figures/ffnet_3_stage_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/figures/ffnet_3_stage_architecture.png -------------------------------------------------------------------------------- /figures/ffnet_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/figures/ffnet_architecture.png -------------------------------------------------------------------------------- /figures/stem-up-head-choices.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/figures/stem-up-head-choices.png -------------------------------------------------------------------------------- /figures/stride_32_gpu_models.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/figures/stride_32_gpu_models.png -------------------------------------------------------------------------------- /figures/stride_64_gpu_models.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/figures/stride_64_gpu_models.png -------------------------------------------------------------------------------- /model_weights/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/model_weights/README.md -------------------------------------------------------------------------------- /model_weights/fetch_pre_trained_weights.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/model_weights/fetch_pre_trained_weights.sh -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/ffnet_NS_mobile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/ffnet_NS_mobile.py -------------------------------------------------------------------------------- /models/ffnet_N_gpu_large.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/ffnet_N_gpu_large.py -------------------------------------------------------------------------------- /models/ffnet_S_gpu_large.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/ffnet_S_gpu_large.py -------------------------------------------------------------------------------- /models/ffnet_S_gpu_small.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/ffnet_S_gpu_small.py -------------------------------------------------------------------------------- /models/ffnet_S_mobile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/ffnet_S_mobile.py -------------------------------------------------------------------------------- /models/ffnet_blocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/ffnet_blocks.py -------------------------------------------------------------------------------- /models/ffnet_gpu_large.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/ffnet_gpu_large.py -------------------------------------------------------------------------------- /models/ffnet_gpu_small.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/ffnet_gpu_small.py -------------------------------------------------------------------------------- /models/model_registry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/model_registry.py -------------------------------------------------------------------------------- /models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/resnet.py -------------------------------------------------------------------------------- /models/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/models/utils.py -------------------------------------------------------------------------------- /scripts/evaluate_cityscapes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/scripts/evaluate_cityscapes.py -------------------------------------------------------------------------------- /scripts/evaluate_imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/scripts/evaluate_imagenet.py -------------------------------------------------------------------------------- /scripts/evaluate_timing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Qualcomm-AI-research/FFNet/HEAD/scripts/evaluate_timing.py --------------------------------------------------------------------------------