├── .gitignore ├── AblationStudies.md ├── LICENSE ├── README.md ├── augment.py ├── benchmark.py ├── blocks.py ├── competitor_blocks.py ├── competitors_models ├── DDRNet_Reimplementation.py └── hardnet.py ├── configs ├── camvid_200epochs.yaml ├── cityscapes_1000epochs.yaml ├── cityscapes_500epochs.yaml ├── cityscapes_competitor_1000epochs.yaml ├── cityscapes_trainval_1000epochs.yaml ├── coco_100epochs.yaml └── mapillary_240epochs.yaml ├── data.py ├── data_utils.py ├── datasets ├── camvid.py ├── cityscapes.py ├── class_uniform_sampling.py ├── coco.py ├── mapillary.py └── voc12.py ├── evaluator.py ├── experiments.py ├── figs ├── DBlock1.png ├── Decoder.png ├── miou_vs_flops.png └── miou_vs_params.png ├── losses.py ├── lr_schedulers.py ├── model.py ├── precise_bn.py ├── precise_iou.py ├── requirements.txt ├── show.py ├── train.py ├── train_utils.py ├── training_log ├── backbone_ablation_studies │ ├── cityscapes_exp30_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp43_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp46_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp47_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp48_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp49_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp50_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp51_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp52_decoder14_500_epochs_fair_log.txt │ └── cityscapes_regnety600mf_decoder14_500_epochs_fair_log.txt ├── camvid │ └── camvid_exp48_decoder26_200_epochs_288_1152_resize_log.txt ├── comparison_against_ddrnet23 │ ├── cityscapes_ddrnet23_1000_epochs_log.txt │ └── cityscapes_exp48_decoder26_train_1000_epochs_log.txt ├── decoder_ablation_studies │ ├── cityscapes_exp43_BisenetDecoder_500_epochs_fair_log.txt │ ├── cityscapes_exp43_SFNetDecoder_500_epochs_fair_log.txt │ ├── cityscapes_exp43_decoder10_500_epochs_fair_log.txt │ ├── cityscapes_exp43_decoder12_500_epochs_fair_log.txt │ ├── cityscapes_exp43_decoder14_500_epochs_fair_log.txt │ ├── cityscapes_exp43_decoder26_500_epochs_fair_log.txt │ ├── cityscapes_exp43_decoder4_500_epochs_fair_log.txt │ └── cityscapes_exp43_lraspp_500_epochs_fair_log.txt ├── random_resizes_random_crops │ ├── cityscapes_exp49_decoder14_500_epochs_400_1600_resize_1024_1024_crop_fair_log.txt │ ├── cityscapes_exp49_decoder14_500_epochs_400_1600_resize_512_1024_crop_fair_log.txt │ ├── cityscapes_exp49_decoder14_500_epochs_400_1600_resize_768_1536_crop_fair_log.txt │ ├── cityscapes_exp49_decoder14_500_epochs_400_1600_resize_768_768_crop_fair_log.txt │ ├── cityscapes_exp49_decoder14_500_epochs_512_2048_resize_1024_1024_crop_fair_log.txt │ ├── cityscapes_exp49_decoder14_500_epochs_512_2048_resize_512_1024_crop_fair_log.txt │ └── cityscapes_exp49_decoder14_500_epochs_512_2048_resize_768_768_crop_fair_log.txt ├── reproducibility │ ├── cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_fair_log.txt │ ├── cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_run3_fair_log.txt │ ├── cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_run4_fair_log.txt │ └── cityscapes_exp49_decoder14_500_epochs_fair_log.txt └── training_techniques │ ├── cityscapes_exp48_decoder26_500_epochs_fair_400_1600_resize_log.txt │ ├── cityscapes_exp48_decoder26_500_epochs_fair_512_2048_resize_log.txt │ ├── cityscapes_exp48_decoder26_500_epochs_fair_bootstrapped_log.txt │ └── cityscapes_exp48_decoder26_train_1000_epochs_log.txt └── transforms.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/.gitignore -------------------------------------------------------------------------------- /AblationStudies.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/AblationStudies.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/README.md -------------------------------------------------------------------------------- /augment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/augment.py -------------------------------------------------------------------------------- /benchmark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/benchmark.py -------------------------------------------------------------------------------- /blocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/blocks.py -------------------------------------------------------------------------------- /competitor_blocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/competitor_blocks.py -------------------------------------------------------------------------------- /competitors_models/DDRNet_Reimplementation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/competitors_models/DDRNet_Reimplementation.py -------------------------------------------------------------------------------- /competitors_models/hardnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/competitors_models/hardnet.py -------------------------------------------------------------------------------- /configs/camvid_200epochs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/configs/camvid_200epochs.yaml -------------------------------------------------------------------------------- /configs/cityscapes_1000epochs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/configs/cityscapes_1000epochs.yaml -------------------------------------------------------------------------------- /configs/cityscapes_500epochs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/configs/cityscapes_500epochs.yaml -------------------------------------------------------------------------------- /configs/cityscapes_competitor_1000epochs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/configs/cityscapes_competitor_1000epochs.yaml -------------------------------------------------------------------------------- /configs/cityscapes_trainval_1000epochs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/configs/cityscapes_trainval_1000epochs.yaml -------------------------------------------------------------------------------- /configs/coco_100epochs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/configs/coco_100epochs.yaml -------------------------------------------------------------------------------- /configs/mapillary_240epochs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/configs/mapillary_240epochs.yaml -------------------------------------------------------------------------------- /data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/data.py -------------------------------------------------------------------------------- /data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/data_utils.py -------------------------------------------------------------------------------- /datasets/camvid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/datasets/camvid.py -------------------------------------------------------------------------------- /datasets/cityscapes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/datasets/cityscapes.py -------------------------------------------------------------------------------- /datasets/class_uniform_sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/datasets/class_uniform_sampling.py -------------------------------------------------------------------------------- /datasets/coco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/datasets/coco.py -------------------------------------------------------------------------------- /datasets/mapillary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/datasets/mapillary.py -------------------------------------------------------------------------------- /datasets/voc12.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/datasets/voc12.py -------------------------------------------------------------------------------- /evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/evaluator.py -------------------------------------------------------------------------------- /experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/experiments.py -------------------------------------------------------------------------------- /figs/DBlock1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/figs/DBlock1.png -------------------------------------------------------------------------------- /figs/Decoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/figs/Decoder.png -------------------------------------------------------------------------------- /figs/miou_vs_flops.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/figs/miou_vs_flops.png -------------------------------------------------------------------------------- /figs/miou_vs_params.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/figs/miou_vs_params.png -------------------------------------------------------------------------------- /losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/losses.py -------------------------------------------------------------------------------- /lr_schedulers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/lr_schedulers.py -------------------------------------------------------------------------------- /model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/model.py -------------------------------------------------------------------------------- /precise_bn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/precise_bn.py -------------------------------------------------------------------------------- /precise_iou.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/precise_iou.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/requirements.txt -------------------------------------------------------------------------------- /show.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/show.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/train.py -------------------------------------------------------------------------------- /train_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/train_utils.py -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp30_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp30_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp43_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp43_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp46_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp46_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp47_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp47_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp48_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp48_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp49_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp49_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp50_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp50_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp51_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp51_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_exp52_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_exp52_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/backbone_ablation_studies/cityscapes_regnety600mf_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/backbone_ablation_studies/cityscapes_regnety600mf_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/camvid/camvid_exp48_decoder26_200_epochs_288_1152_resize_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/camvid/camvid_exp48_decoder26_200_epochs_288_1152_resize_log.txt -------------------------------------------------------------------------------- /training_log/comparison_against_ddrnet23/cityscapes_ddrnet23_1000_epochs_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/comparison_against_ddrnet23/cityscapes_ddrnet23_1000_epochs_log.txt -------------------------------------------------------------------------------- /training_log/comparison_against_ddrnet23/cityscapes_exp48_decoder26_train_1000_epochs_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/comparison_against_ddrnet23/cityscapes_exp48_decoder26_train_1000_epochs_log.txt -------------------------------------------------------------------------------- /training_log/decoder_ablation_studies/cityscapes_exp43_BisenetDecoder_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/decoder_ablation_studies/cityscapes_exp43_BisenetDecoder_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/decoder_ablation_studies/cityscapes_exp43_SFNetDecoder_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/decoder_ablation_studies/cityscapes_exp43_SFNetDecoder_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/decoder_ablation_studies/cityscapes_exp43_decoder10_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/decoder_ablation_studies/cityscapes_exp43_decoder10_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/decoder_ablation_studies/cityscapes_exp43_decoder12_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/decoder_ablation_studies/cityscapes_exp43_decoder12_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/decoder_ablation_studies/cityscapes_exp43_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/decoder_ablation_studies/cityscapes_exp43_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/decoder_ablation_studies/cityscapes_exp43_decoder26_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/decoder_ablation_studies/cityscapes_exp43_decoder26_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/decoder_ablation_studies/cityscapes_exp43_decoder4_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/decoder_ablation_studies/cityscapes_exp43_decoder4_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/decoder_ablation_studies/cityscapes_exp43_lraspp_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/decoder_ablation_studies/cityscapes_exp43_lraspp_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_400_1600_resize_1024_1024_crop_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_400_1600_resize_1024_1024_crop_fair_log.txt -------------------------------------------------------------------------------- /training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_400_1600_resize_512_1024_crop_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_400_1600_resize_512_1024_crop_fair_log.txt -------------------------------------------------------------------------------- /training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_400_1600_resize_768_1536_crop_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_400_1600_resize_768_1536_crop_fair_log.txt -------------------------------------------------------------------------------- /training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_400_1600_resize_768_768_crop_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_400_1600_resize_768_768_crop_fair_log.txt -------------------------------------------------------------------------------- /training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_512_2048_resize_1024_1024_crop_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_512_2048_resize_1024_1024_crop_fair_log.txt -------------------------------------------------------------------------------- /training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_512_2048_resize_512_1024_crop_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_512_2048_resize_512_1024_crop_fair_log.txt -------------------------------------------------------------------------------- /training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_512_2048_resize_768_768_crop_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/random_resizes_random_crops/cityscapes_exp49_decoder14_500_epochs_512_2048_resize_768_768_crop_fair_log.txt -------------------------------------------------------------------------------- /training_log/reproducibility/cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/reproducibility/cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_fair_log.txt -------------------------------------------------------------------------------- /training_log/reproducibility/cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_run3_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/reproducibility/cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_run3_fair_log.txt -------------------------------------------------------------------------------- /training_log/reproducibility/cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_run4_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/reproducibility/cityscapes_exp49_decoder14_500_epochs_256_1792_resize_768_768_crop_run4_fair_log.txt -------------------------------------------------------------------------------- /training_log/reproducibility/cityscapes_exp49_decoder14_500_epochs_fair_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/reproducibility/cityscapes_exp49_decoder14_500_epochs_fair_log.txt -------------------------------------------------------------------------------- /training_log/training_techniques/cityscapes_exp48_decoder26_500_epochs_fair_400_1600_resize_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/training_techniques/cityscapes_exp48_decoder26_500_epochs_fair_400_1600_resize_log.txt -------------------------------------------------------------------------------- /training_log/training_techniques/cityscapes_exp48_decoder26_500_epochs_fair_512_2048_resize_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/training_techniques/cityscapes_exp48_decoder26_500_epochs_fair_512_2048_resize_log.txt -------------------------------------------------------------------------------- /training_log/training_techniques/cityscapes_exp48_decoder26_500_epochs_fair_bootstrapped_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/training_techniques/cityscapes_exp48_decoder26_500_epochs_fair_bootstrapped_log.txt -------------------------------------------------------------------------------- /training_log/training_techniques/cityscapes_exp48_decoder26_train_1000_epochs_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/training_log/training_techniques/cityscapes_exp48_decoder26_train_1000_epochs_log.txt -------------------------------------------------------------------------------- /transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RolandGao/RegSeg/HEAD/transforms.py --------------------------------------------------------------------------------