├── README.md ├── configs ├── coco-stuff-164k-156 │ ├── demo.yaml │ ├── eval.yaml │ ├── mask2former_freeseg.yaml │ └── mask2former_maft.yaml └── coco-stuff-164k-171 │ ├── Base-COCOStuff164K-171.yaml │ ├── mask2former_R50_bs32_60k.yaml │ └── maskformer_R50_bs32_60k.yaml ├── datasets ├── README.md ├── prepare_ade20k_full_sem_seg.py ├── prepare_ade20k_sem_seg.py ├── prepare_coco_stuff_sem_seg.py ├── prepare_pascal_ctx_full_sem_seg.py ├── prepare_pascal_ctx_sem_seg.py └── prepare_voc_sem_seg.py ├── demo ├── demo.py └── predictor.py ├── freeseg ├── MAFT.py ├── __init__.py ├── config.py ├── data │ ├── __init__.py │ ├── augmentations.py │ ├── build.py │ ├── dataset_mappers │ │ ├── __init__.py │ │ ├── datamapper_for_test.py │ │ ├── mask_former_binary_semantic_dataset_mapper.py │ │ └── mask_former_semantic_dataset_mapper.py │ └── datasets │ │ ├── __init__.py │ │ ├── colormap.py │ │ ├── register_ade20k.py │ │ ├── register_coco_stuff_164k.py │ │ ├── register_pcontext.py │ │ ├── register_test.py │ │ ├── register_voc.py │ │ └── utils.py ├── demo.py ├── evaluation │ ├── __init__.py │ ├── classification_evaluation.py │ ├── ex.py │ ├── generalized_sem_seg_evaluation.py │ ├── instance_evaluation.py │ ├── instance_seg_evaluation.py │ ├── panoptic_seg_evaluation.py │ └── pseudo_sem_seg_evaluation.py ├── mask_former_model.py ├── modeling │ ├── __init__.py │ ├── backbone │ │ ├── __init__.py │ │ ├── clip_resnet.py │ │ └── swin.py │ ├── clip_adapter │ │ ├── __init__.py │ │ ├── adapter.py │ │ ├── clip.py │ │ └── text_prompt.py │ ├── criterion.py │ ├── heads │ │ ├── __init__.py │ │ ├── mask_former_head.py │ │ ├── mask_former_interaction_head.py │ │ ├── module.py │ │ ├── msdeformattn.py │ │ ├── ops │ │ │ ├── functions │ │ │ │ ├── __init__.py │ │ │ │ └── ms_deform_attn_func.py │ │ │ ├── make.sh │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ └── ms_deform_attn.py │ │ │ ├── setup.py │ │ │ ├── src │ │ │ │ ├── cpu │ │ │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ │ │ └── ms_deform_attn_cpu.h │ │ │ │ ├── cuda │ │ │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ │ │ ├── ms_deform_attn_cuda.h │ │ │ │ │ └── ms_deform_im2col_cuda.cuh │ │ │ │ ├── ms_deform_attn.h │ │ │ │ └── vision.cpp │ │ │ └── test.py │ │ ├── per_pixel_baseline.py │ │ └── pixel_decoder.py │ ├── matcher.py │ └── transformer │ │ ├── __init__.py │ │ ├── mask2former_transformer_predictor.py │ │ ├── open_transformer_predictor.py │ │ ├── position_encoding.py │ │ ├── transformer.py │ │ └── transformer_predictor.py ├── open_vocabulary_model.py ├── test_time_augmentation.py └── utils │ ├── __init__.py │ ├── events.py │ ├── misc.py │ ├── post_process_utils.py │ └── selective_search.py ├── install.sh ├── out └── MAFT │ ├── config.yaml │ └── log.txt ├── requirements.txt ├── resources ├── intro.jpg ├── vis1-720.gif └── vis2-720.gif ├── third_party └── CLIP │ ├── clip │ ├── __init__.py │ ├── bpe_simple_vocab_16e6.txt.gz │ ├── clip.py │ ├── model.py │ └── simple_tokenizer.py │ └── tests │ └── test_consistency.py ├── tools ├── 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