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# TRAINING
python train.py --config_file TIL.yml MODEL.PRETRAIN_CHOICE 'self' MODEL.PRETRAIN_PATH 'swin_base_msmt17.pth' MODEL.SEMANTIC_WEIGHT 0.1
python plot_val_separation_chart.py --config_file TIL.yml MODEL.SEMANTIC_WEIGHT 0.1 DATASETS.ROOT_DIR ../RT-DETR/dataset/reid/
python plot_test_separation_chart.py --config_file TIL.yml MODEL.SEMANTIC_WEIGHT 0.1 DATASETS.ROOT_DIR ../RT-DETR/dataset/reid/test_old
python infer.py --batched True --config_file TIL.yml MODEL.SEMANTIC_WEIGHT 0.1 DATASETS.ROOT_DIR ../RT-DETR/dataset/reid/test_old
# Visualization of REID preds
python inspect_reid_preds.py --suspects_dir="../RT-DETR/dataset/reid/suspects" --test_set_img_dir="../RT-DETR/dataset/test/images" --preds_path="./submissions/epoch12 conf 0.99 with min 0.885 lb9292.csv" --output_dir="./reid_visual"