├── 1st Place ├── .gitignore ├── Dockerfile ├── LICENSE ├── LICENSE.txt ├── README.md ├── calculate_means.py ├── cluster.py ├── clusters.json ├── configs │ ├── v2l.json │ └── v2l_tune.json ├── dist_train.sh ├── dist_train_tune.sh ├── extract_features.py ├── folds.csv ├── folds_clusters.csv ├── gen_folds.py ├── gen_folds_clusters.py ├── gen_tar.py ├── logs │ └── .gitkeep ├── main.py ├── reports │ └── Model documentation_selim_sef.pdf ├── test.sh ├── train.sh ├── training │ ├── __init__.py │ ├── config.py │ ├── geopose_dataset.py │ ├── losses.py │ ├── sampler.py │ ├── schedulers.py │ ├── train_segmentor.py │ ├── trainer.py │ ├── transforms.py │ └── utils.py ├── utilities │ ├── __init__.py │ ├── augmentation_vflow.py │ ├── cythonize_invert_flow.py │ ├── downsample_images.py │ ├── evaluate.py │ ├── inference.py │ ├── invert_flow.pyx │ ├── misc_utils.py │ ├── tta.py │ ├── unet.py │ └── unet_vflow.py └── weights │ └── .gitkeep ├── 2nd Place ├── .gitattributes ├── .gitignore ├── LICENSE ├── README.md ├── black.toml ├── configs │ ├── dataset │ │ └── default.yaml │ ├── inference │ │ ├── fp32_0.8910_b7_fold0_b7_rdtsc_fold1_b6_rdtsc_fold89_bo1_d4.yaml │ │ └── fp32_0.8914_b7_fold0_b7_rdtsc_fold1_b6_rdtsc_fold9_bo3_d4.yaml │ ├── loss │ │ ├── huber_cos.yaml │ │ └── mse.yaml │ ├── model │ │ ├── b6_rdtsc_unet.yaml │ │ └── b7_unet.yaml │ ├── optimizer │ │ ├── adabelief.yaml │ │ ├── adamw.yaml │ │ ├── adamw2.yaml │ │ ├── adamw_finetune.yaml │ │ ├── adamw_fp32.yaml │ │ ├── lamb.yaml │ │ ├── radam.yaml │ │ ├── ranger21.yaml │ │ └── sgd.yaml │ ├── runner │ │ └── default.yaml │ ├── sampling │ │ └── default.yaml │ ├── scheduler │ │ ├── 1cycle.yaml │ │ ├── cos.yaml │ │ ├── disabled.yaml │ │ ├── flat_cos.yaml │ │ ├── multistep.yaml │ │ ├── plateau.yaml │ │ └── simple.yaml │ ├── segmentation.yaml │ └── train │ │ ├── hard_512.yaml │ │ ├── light_1024.yaml │ │ ├── light_512.yaml │ │ ├── light_768.yaml │ │ ├── light_768_down2.yaml │ │ ├── medium_1024.yaml │ │ ├── medium_768.yaml │ │ ├── safe_1024.yaml │ │ ├── safe_512.yaml │ │ └── safe_768.yaml ├── convert_j2k.py ├── geopose │ ├── __init__.py │ ├── augmentations.py │ ├── dataset.py │ ├── hydra.py │ ├── losses.py │ ├── metrics │ │ ├── __init__.py │ │ └── r2.py │ ├── models │ │ ├── __init__.py │ │ ├── geopose_unet.py │ │ ├── heads.py │ │ ├── tta │ │ │ ├── __init__.py │ │ │ ├── d2.py │ │ │ ├── d4.py │ │ │ ├── fliplr.py │ │ │ ├── flips.py │ │ │ ├── geopose_tta.py │ │ │ └── ms.py │ │ └── unet_blocks.py │ ├── pipeline.py │ └── visualizations.py ├── reports │ ├── Model documentation_bloodaxe.pdf │ └── Solution Write-up_bloodaxe.pdf ├── requirements.txt ├── scripts │ ├── train_b6_rdtsc_unet_fold9.sh │ └── train_b7_unet_fold0.sh ├── submit.py ├── submit_ddp.py └── train.py ├── 3rd Place ├── LICENSE ├── README.md ├── ensemble.py ├── fusion.py ├── imagematch.py ├── imagesearch.py ├── model.py ├── model_1.py ├── model_2.py ├── model_3.py ├── model_4.py ├── preprocessing.py ├── reports │ └── Model documentation_o__@.pdf ├── requirements.txt ├── utilities │ ├── __init__.py │ ├── augmentation_vflow.py │ ├── cythonize_invert_flow.py │ ├── downsample_images.py │ ├── evaluate.py │ ├── invert_flow.c │ ├── invert_flow.pyx │ ├── misc_utils.py │ ├── ml_utils.py │ ├── ml_utils_v2.py │ └── unet_vflow.py └── utils.py ├── 4th Place ├── .gitignore ├── LICENSE ├── README.md ├── assets │ ├── val_score.png │ └── val_scores.png ├── dist_test.sh ├── dist_train.sh ├── overhead-geopose-challenge │ ├── LICENSE.txt │ ├── README.md │ ├── main.py │ └── utilities │ │ ├── augmentation_vflow.py │ │ ├── cythonize_invert_flow.py │ │ ├── downsample_images.py │ │ ├── evaluate.py │ │ ├── invert_flow.c │ │ ├── invert_flow.cp36-win_amd64.pyd │ │ ├── invert_flow.cp38-win_amd64.pyd │ │ ├── invert_flow.pyx │ │ ├── misc_utils.py │ │ ├── ml_utils.py │ │ ├── test.py │ │ └── unet_vflow.py ├── preprocess.sh ├── reports │ └── Model documentation_kbrodt.pdf ├── requirements.txt ├── save_to_lmdb.sh └── test.sh ├── 5th Place_bonus ├── LICENSE ├── README.md ├── configs │ └── g2_hr32_vflow_adamw_mstep.py ├── data │ └── augmentation_vflow.py ├── eval_fn.py ├── infer.py ├── lib │ └── ever │ │ └── ever │ │ ├── __init__.py │ │ ├── api │ │ ├── infer_tool.py │ │ └── preprocess │ │ │ ├── __init__.py │ │ │ └── albu.py │ │ ├── core │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── checkpoint.py │ │ ├── config.py │ │ ├── default_backward.py │ │ ├── device.py │ │ ├── dist.py │ │ ├── iterator.py │ │ ├── launcher.py │ │ ├── logger.py │ │ ├── registry.py │ │ └── to.py │ │ ├── interface │ │ ├── __init__.py │ │ ├── configurable.py │ │ ├── dataloader.py │ │ ├── learning_rate.py │ │ ├── module.py │ │ └── transform_base.py │ │ ├── module │ │ ├── __init__.py │ │ ├── _densenet.py │ │ ├── _hrnet.py │ │ ├── _resnets.py │ │ ├── aspp.py │ │ ├── context_block.py │ │ ├── deeplabv3p_head.py │ │ ├── densenet.py │ │ ├── fpn.py │ │ ├── fs_relation.py │ │ ├── hrnet.py │ │ ├── hrnet_head.py │ │ ├── loss.py │ │ ├── misc.py │ │ ├── ops.py │ │ ├── ppm.py │ │ ├── resnest.py │ │ ├── resnet.py │ │ └── se_block.py │ │ └── util │ │ ├── __init__.py │ │ ├── _main.py │ │ ├── lr_search.py │ │ └── param_util.py ├── module │ └── comm.py ├── reports │ └── Solution_write_up_chuchu.pdf ├── requirements.txt ├── scripts │ ├── infer.sh │ ├── installl_ever.sh │ ├── prepare_dataset.sh │ └── train.sh ├── train.py └── utilities │ ├── __init__.py │ ├── cythonize_invert_flow.py │ ├── evaluate.py │ ├── invert_flow.pyx │ └── misc_utils.py ├── 7th Place_bonus ├── LICENSE ├── README.md ├── data │ └── .DS_Store ├── ensemble_and_compress.py ├── monocular-geocentric-pose │ ├── .gitignore │ ├── LICENSE.txt │ ├── README.md │ ├── main.py │ └── utilities │ │ ├── augmentation_vflow.py │ │ ├── cythonize_invert_flow.py │ │ ├── deeplabv3_vflow.py │ │ ├── downsample_images.py │ │ ├── evaluate.py │ │ ├── fpn_vflow.py │ │ ├── invert_flow.c │ │ ├── invert_flow.cp36-win_amd64.pyd │ │ ├── invert_flow.cp38-win_amd64.pyd │ │ ├── invert_flow.pyx │ │ ├── misc_utils.py │ │ ├── ml_utils.py │ │ └── unet_vflow.py ├── prepare_inference.sh ├── prepare_training.sh ├── reports │ └── Solution_write_up_vecxoz.pdf ├── requirements.txt ├── run_inference.sh ├── run_training_model_0_fold_0.sh ├── run_training_xgb.sh ├── split_data.py ├── training_scripts │ ├── .DS_Store │ ├── run-20210608-2131-unet-resnet34-e500 │ │ └── run.sh │ ├── run-20210614-1159-unet-efficientnetb0-e400 │ │ └── run.sh │ ├── run-20210626-0051-unet-inceptionv4-e290 │ │ └── run.sh │ ├── run-20210704-1650-unet-seresnext50-e120 │ │ └── run.sh │ ├── run-20210705-1821-deeplabv3-resnet34-e350 │ │ └── run.sh │ ├── run-20210708-1841-fpn-resnext50-e140 │ │ └── run.sh │ ├── run-20210713-0048-unet-regnetx064-e80 │ │ └── run.sh │ ├── run-20210713-0107-unet-resnext50swsl-e230 │ │ └── run.sh │ └── run-20210720-0141-xgboost-scale │ │ └── run.sh ├── xgb_scale_inference.py └── xgb_scale_training.py ├── LICENSE └── README.md /1st Place/.gitignore: -------------------------------------------------------------------------------- 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