├── .gitignore ├── LICENSE ├── README.md ├── evaluation ├── eval-aph-post-wireframe.py ├── eval-aph-post-york.py ├── eval-aph-score-wireframe.py ├── eval-aph-score-york.py ├── eval-fscore-wireframe.py ├── eval-fscore-york.py ├── eval-sAP-wireframe.py ├── eval-sAP-york.py ├── lcnn │ ├── __init__.py │ ├── box.py │ ├── config.py │ ├── datasets.py │ ├── metric.py │ ├── models │ │ ├── __init__.py │ │ ├── hourglass_pose.py │ │ ├── line_vectorizer.py │ │ └── multitask_learner.py │ ├── postprocess.py │ ├── trainer.py │ └── utils.py ├── matlab │ ├── correspondPixels.mexa64 │ ├── correspondPixels.mexmaci64 │ ├── correspondPixels.mexw64 │ └── eval_release.m └── process.py ├── figures ├── demo.png ├── demo_result.png └── pipeline.svg ├── helper ├── gdrive-download.sh ├── wireframe.py ├── wireframe_eval.py ├── york.py └── york_eval.py ├── script ├── evaluation │ ├── eval_aph_wireframe.sh │ ├── eval_aph_york.sh │ ├── eval_stage1.sh │ ├── eval_stage2.sh │ └── eval_stage2_focal.sh └── train │ ├── a0_train_stage1_res50.sh │ ├── a1_train_stage1_res101.sh │ ├── a2_train_stage2_res50.sh │ ├── a3_train_stage2_res101.sh │ ├── a4_train_stage2_focal_res50.sh │ └── a5_train_stage2_focal_res101.sh └── src ├── args.py ├── datasets ├── __init__.py ├── coco.py └── transforms.py ├── demo_letr.ipynb ├── engine.py ├── main.py ├── models ├── __init__.py ├── backbone.py ├── letr.py ├── letr_stack.py ├── matcher.py ├── multi_head_attention.py ├── position_encoding.py └── transformer.py └── util ├── __init__.py └── misc.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/README.md -------------------------------------------------------------------------------- /evaluation/eval-aph-post-wireframe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/eval-aph-post-wireframe.py -------------------------------------------------------------------------------- /evaluation/eval-aph-post-york.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/eval-aph-post-york.py -------------------------------------------------------------------------------- /evaluation/eval-aph-score-wireframe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/eval-aph-score-wireframe.py -------------------------------------------------------------------------------- /evaluation/eval-aph-score-york.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/eval-aph-score-york.py -------------------------------------------------------------------------------- /evaluation/eval-fscore-wireframe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/eval-fscore-wireframe.py -------------------------------------------------------------------------------- /evaluation/eval-fscore-york.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/eval-fscore-york.py -------------------------------------------------------------------------------- /evaluation/eval-sAP-wireframe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/eval-sAP-wireframe.py -------------------------------------------------------------------------------- /evaluation/eval-sAP-york.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/eval-sAP-york.py -------------------------------------------------------------------------------- /evaluation/lcnn/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/__init__.py -------------------------------------------------------------------------------- /evaluation/lcnn/box.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/box.py -------------------------------------------------------------------------------- /evaluation/lcnn/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/config.py -------------------------------------------------------------------------------- /evaluation/lcnn/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/datasets.py -------------------------------------------------------------------------------- /evaluation/lcnn/metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/metric.py -------------------------------------------------------------------------------- /evaluation/lcnn/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/models/__init__.py -------------------------------------------------------------------------------- /evaluation/lcnn/models/hourglass_pose.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/models/hourglass_pose.py -------------------------------------------------------------------------------- /evaluation/lcnn/models/line_vectorizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/models/line_vectorizer.py -------------------------------------------------------------------------------- /evaluation/lcnn/models/multitask_learner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/models/multitask_learner.py -------------------------------------------------------------------------------- /evaluation/lcnn/postprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/postprocess.py -------------------------------------------------------------------------------- /evaluation/lcnn/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/trainer.py -------------------------------------------------------------------------------- /evaluation/lcnn/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/lcnn/utils.py -------------------------------------------------------------------------------- /evaluation/matlab/correspondPixels.mexa64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/matlab/correspondPixels.mexa64 -------------------------------------------------------------------------------- /evaluation/matlab/correspondPixels.mexmaci64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/matlab/correspondPixels.mexmaci64 -------------------------------------------------------------------------------- /evaluation/matlab/correspondPixels.mexw64: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/matlab/correspondPixels.mexw64 -------------------------------------------------------------------------------- /evaluation/matlab/eval_release.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/matlab/eval_release.m -------------------------------------------------------------------------------- /evaluation/process.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/evaluation/process.py -------------------------------------------------------------------------------- /figures/demo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/figures/demo.png -------------------------------------------------------------------------------- /figures/demo_result.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/figures/demo_result.png -------------------------------------------------------------------------------- /figures/pipeline.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/figures/pipeline.svg -------------------------------------------------------------------------------- /helper/gdrive-download.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/helper/gdrive-download.sh -------------------------------------------------------------------------------- /helper/wireframe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/helper/wireframe.py -------------------------------------------------------------------------------- /helper/wireframe_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/helper/wireframe_eval.py -------------------------------------------------------------------------------- /helper/york.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/helper/york.py -------------------------------------------------------------------------------- /helper/york_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/helper/york_eval.py -------------------------------------------------------------------------------- /script/evaluation/eval_aph_wireframe.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/evaluation/eval_aph_wireframe.sh -------------------------------------------------------------------------------- /script/evaluation/eval_aph_york.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/evaluation/eval_aph_york.sh -------------------------------------------------------------------------------- /script/evaluation/eval_stage1.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/evaluation/eval_stage1.sh -------------------------------------------------------------------------------- /script/evaluation/eval_stage2.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/evaluation/eval_stage2.sh -------------------------------------------------------------------------------- /script/evaluation/eval_stage2_focal.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/evaluation/eval_stage2_focal.sh -------------------------------------------------------------------------------- /script/train/a0_train_stage1_res50.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/train/a0_train_stage1_res50.sh -------------------------------------------------------------------------------- /script/train/a1_train_stage1_res101.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/train/a1_train_stage1_res101.sh -------------------------------------------------------------------------------- /script/train/a2_train_stage2_res50.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/train/a2_train_stage2_res50.sh -------------------------------------------------------------------------------- /script/train/a3_train_stage2_res101.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/train/a3_train_stage2_res101.sh -------------------------------------------------------------------------------- /script/train/a4_train_stage2_focal_res50.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/train/a4_train_stage2_focal_res50.sh -------------------------------------------------------------------------------- /script/train/a5_train_stage2_focal_res101.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/script/train/a5_train_stage2_focal_res101.sh -------------------------------------------------------------------------------- /src/args.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/args.py -------------------------------------------------------------------------------- /src/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/datasets/__init__.py -------------------------------------------------------------------------------- /src/datasets/coco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/datasets/coco.py -------------------------------------------------------------------------------- /src/datasets/transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/datasets/transforms.py -------------------------------------------------------------------------------- /src/demo_letr.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/demo_letr.ipynb -------------------------------------------------------------------------------- /src/engine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/engine.py -------------------------------------------------------------------------------- /src/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/main.py -------------------------------------------------------------------------------- /src/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/models/__init__.py -------------------------------------------------------------------------------- /src/models/backbone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/models/backbone.py -------------------------------------------------------------------------------- /src/models/letr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/models/letr.py -------------------------------------------------------------------------------- /src/models/letr_stack.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/models/letr_stack.py -------------------------------------------------------------------------------- /src/models/matcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/models/matcher.py -------------------------------------------------------------------------------- /src/models/multi_head_attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/models/multi_head_attention.py -------------------------------------------------------------------------------- /src/models/position_encoding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/models/position_encoding.py -------------------------------------------------------------------------------- /src/models/transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/models/transformer.py -------------------------------------------------------------------------------- /src/util/__init__.py: -------------------------------------------------------------------------------- 1 | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved 2 | -------------------------------------------------------------------------------- /src/util/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mlpc-ucsd/LETR/HEAD/src/util/misc.py --------------------------------------------------------------------------------