├── Dockerfile ├── README.md ├── augmentations ├── __init__.py └── augmentations.py ├── configs ├── NYUD │ ├── depth_RC_RI_NFF.yaml │ ├── depth_single_task.yaml │ ├── edge_RC_RI_NFF.yaml │ ├── edge_single_task.yaml │ ├── normals_RC_RI_NFF.yaml │ ├── normals_single_task.yaml │ ├── semseg_RC_RI_NFF.yaml │ └── semseg_single_task.yaml └── PascalContext │ ├── edge_RC.yaml │ ├── edge_RC_RI_NFF.yaml │ ├── edge_single_task.yaml │ ├── humanparts_RC.yaml │ ├── humanparts_RC_RI_NFF.yaml │ ├── humanparts_single_task.yaml │ ├── normals_RC.yaml │ ├── normals_RC_RI_NFF.yaml │ ├── normals_single_task.yaml │ ├── sal_RC.yaml │ ├── sal_RC_RI_NFF.yaml │ ├── sal_single_task.yaml │ ├── semseg_RC.yaml │ ├── semseg_RC_RI_NFF.yaml │ └── semseg_single_task.yaml ├── dataloaders ├── NYUDMT.py ├── PascalContextMT.py ├── __init__.py └── vision.py ├── decomp ├── activation_decomposition.py ├── main.py └── modules │ ├── __init__.py │ ├── layers.py │ └── resnet.py ├── doc ├── RCM.gif └── RCM_main.jpg ├── evaluation ├── __init__.py ├── evaluation.py ├── evaluation_depth.py ├── evaluation_edge.py ├── evaluation_human_parts.py ├── evaluation_normals.py ├── evaluation_saliency.py └── evaluation_semseg.py ├── losses ├── BCE_with_logits_loss_masked.py ├── L1_masked_loss_depth.py ├── L1_masked_loss_normals.py ├── __init__.py └── binary_cross_entropy_with_logits_weighted.py ├── modules ├── __init__.py ├── conv_bn_pairs.py ├── deeplab_resnet.py ├── layers.py └── pyramid_pooling.py ├── optimizers └── __init__.py ├── schedulers ├── __init__.py └── schedulers.py ├── test.py ├── train.py ├── trainer.py ├── util.py └── utils ├── __init__.py ├── denormalize_image.py ├── gray2rgb.py ├── img_logging.py ├── mask_decoders.py ├── normal2img.py ├── prediction_decoding.py ├── running_performance.py └── timer.py /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/menelaoskanakis/RCM/HEAD/Dockerfile 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