├── DTE-FDM ├── cog.yaml ├── llava │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ ├── constants.cpython-39.pyc │ │ ├── conversation.cpython-39.pyc │ │ ├── mm_utils.cpython-39.pyc │ │ └── utils.cpython-39.pyc │ ├── constants.py │ ├── conversation.py │ ├── eval │ │ ├── eval_gpt_review.py │ │ ├── eval_gpt_review_bench.py │ │ ├── eval_gpt_review_visual.py │ │ ├── eval_pope.py │ │ ├── eval_science_qa.py │ │ ├── eval_science_qa_gpt4.py │ │ ├── eval_science_qa_gpt4_requery.py │ │ ├── eval_textvqa.py │ │ ├── generate_webpage_data_from_table.py │ │ ├── m4c_evaluator.py │ │ ├── model_qa.py │ │ ├── model_vqa.py │ │ ├── model_vqa_loader.py │ │ ├── model_vqa_mmbench.py │ │ ├── model_vqa_science.py │ │ ├── qa_baseline_gpt35.py │ │ ├── run_llava.py │ │ ├── summarize_gpt_review.py │ │ ├── table │ │ │ ├── answer │ │ │ │ ├── answer_alpaca-13b.jsonl │ │ │ │ ├── answer_bard.jsonl │ │ │ │ ├── answer_gpt35.jsonl │ │ │ │ ├── answer_llama-13b.jsonl │ │ │ │ └── answer_vicuna-13b.jsonl │ │ │ ├── caps_boxes_coco2014_val_80.jsonl │ │ │ ├── model.jsonl │ │ │ ├── prompt.jsonl │ │ │ ├── question.jsonl │ │ │ ├── results │ │ │ │ ├── test_sqa_llava_13b_v0.json │ │ │ │ └── test_sqa_llava_lcs_558k_sqa_12e_vicuna_v1_3_13b.json │ │ │ ├── review │ │ │ │ ├── review_alpaca-13b_vicuna-13b.jsonl │ │ │ │ ├── review_bard_vicuna-13b.jsonl │ │ │ │ ├── review_gpt35_vicuna-13b.jsonl │ │ │ │ └── review_llama-13b_vicuna-13b.jsonl │ │ │ ├── reviewer.jsonl │ │ │ └── rule.json │ │ └── webpage │ │ │ ├── figures │ │ │ ├── alpaca.png │ │ │ ├── bard.jpg │ │ │ ├── chatgpt.svg │ │ │ ├── llama.jpg │ │ │ ├── swords_FILL0_wght300_GRAD0_opsz48.svg │ │ │ └── vicuna.jpeg │ │ │ ├── index.html │ │ │ ├── script.js │ │ │ └── styles.css │ ├── mm_utils.py │ ├── model │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── builder.cpython-39.pyc │ │ │ └── llava_arch.cpython-39.pyc │ │ ├── apply_delta.py │ │ ├── builder.py │ │ ├── consolidate.py │ │ ├── language_model │ │ │ ├── __pycache__ │ │ │ │ ├── llava_llama.cpython-39.pyc │ │ │ │ ├── llava_mistral.cpython-39.pyc │ │ │ │ └── llava_mpt.cpython-39.pyc │ │ │ ├── llava_llama.py │ │ │ ├── llava_mistral.py │ │ │ └── llava_mpt.py │ │ ├── llava_arch.py │ │ ├── make_delta.py │ │ ├── multimodal_encoder │ │ │ ├── __pycache__ │ │ │ │ ├── builder.cpython-39.pyc │ │ │ │ └── clip_encoder.cpython-39.pyc │ │ │ ├── builder.py │ │ │ └── clip_encoder.py │ │ ├── multimodal_projector │ │ │ ├── __pycache__ │ │ │ │ └── builder.cpython-39.pyc │ │ │ └── builder.py │ │ └── utils.py │ ├── serve │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ └── cli.cpython-39.pyc │ │ ├── cli.py │ │ ├── controller.py │ │ ├── examples │ │ │ ├── extreme_ironing.jpg │ │ │ └── waterview.jpg │ │ ├── gradio_web_server.py │ │ ├── model_worker.py │ │ ├── register_worker.py │ │ ├── sglang_worker.py │ │ └── test_message.py │ ├── train │ │ ├── __pycache__ │ │ │ ├── llava_trainer.cpython-310.pyc │ │ │ ├── llava_trainer.cpython-39.pyc │ │ │ ├── train.cpython-310.pyc │ │ │ └── train.cpython-39.pyc │ │ ├── llama_flash_attn_monkey_patch.py │ │ ├── llama_xformers_attn_monkey_patch.py │ │ ├── llava_trainer.py │ │ ├── train.py │ │ ├── train_mem.py │ │ └── train_xformers.py │ └── utils.py └── pyproject.toml ├── LICENSE ├── MFLM ├── __pycache__ │ └── cli_demo.cpython-39.pyc ├── cli_demo.py ├── dataset │ ├── Tamper_PS_Segm_ds.py │ ├── dataset.py │ └── utils │ │ └── utils.py ├── mmdet │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-39.pyc │ │ └── version.cpython-39.pyc │ ├── apis │ │ ├── __init__.py │ │ ├── inference.py │ │ ├── test.py │ │ └── train.py │ ├── core │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ └── __init__.cpython-39.pyc │ │ ├── anchor │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── anchor_generator.cpython-310.pyc │ │ │ │ ├── anchor_generator.cpython-39.pyc │ │ │ │ ├── builder.cpython-310.pyc │ │ │ │ ├── builder.cpython-39.pyc │ │ │ │ ├── point_generator.cpython-310.pyc │ │ │ │ ├── point_generator.cpython-39.pyc │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ └── utils.cpython-39.pyc │ │ │ ├── anchor_generator.py │ │ │ ├── builder.py │ │ │ ├── point_generator.py │ │ │ └── utils.py │ │ ├── bbox │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── builder.cpython-310.pyc │ │ │ │ ├── builder.cpython-39.pyc │ │ │ │ ├── transforms.cpython-310.pyc │ │ │ │ └── transforms.cpython-39.pyc │ │ │ ├── assigners │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── approx_max_iou_assigner.cpython-310.pyc │ │ │ │ │ ├── approx_max_iou_assigner.cpython-39.pyc │ │ │ │ │ ├── assign_result.cpython-310.pyc │ │ │ │ │ ├── assign_result.cpython-39.pyc │ │ │ │ │ ├── atss_assigner.cpython-310.pyc │ │ │ │ │ ├── atss_assigner.cpython-39.pyc │ │ │ │ │ ├── base_assigner.cpython-310.pyc │ │ │ │ │ ├── base_assigner.cpython-39.pyc │ │ │ │ │ ├── center_region_assigner.cpython-310.pyc │ │ │ │ │ ├── center_region_assigner.cpython-39.pyc │ │ │ │ │ ├── grid_assigner.cpython-310.pyc │ │ │ │ │ ├── grid_assigner.cpython-39.pyc │ │ │ │ │ ├── hungarian_assigner.cpython-310.pyc │ │ │ │ │ ├── hungarian_assigner.cpython-39.pyc │ │ │ │ │ ├── mask_hungarian_assigner.cpython-310.pyc │ │ │ │ │ ├── mask_hungarian_assigner.cpython-39.pyc │ │ │ │ │ ├── max_iou_assigner.cpython-310.pyc │ │ │ │ │ ├── max_iou_assigner.cpython-39.pyc │ │ │ │ │ ├── point_assigner.cpython-310.pyc │ │ │ │ │ ├── point_assigner.cpython-39.pyc │ │ │ │ │ ├── region_assigner.cpython-310.pyc │ │ │ │ │ ├── region_assigner.cpython-39.pyc │ │ │ │ │ ├── sim_ota_assigner.cpython-310.pyc │ │ │ │ │ ├── sim_ota_assigner.cpython-39.pyc │ │ │ │ │ ├── task_aligned_assigner.cpython-310.pyc │ │ │ │ │ ├── task_aligned_assigner.cpython-39.pyc │ │ │ │ │ ├── uniform_assigner.cpython-310.pyc │ │ │ │ │ └── uniform_assigner.cpython-39.pyc │ │ │ │ ├── approx_max_iou_assigner.py │ │ │ │ ├── assign_result.py │ │ │ │ ├── atss_assigner.py │ │ │ │ ├── base_assigner.py │ │ │ │ ├── center_region_assigner.py │ │ │ │ ├── grid_assigner.py │ │ │ │ ├── hungarian_assigner.py │ │ │ │ ├── mask_hungarian_assigner.py │ │ │ │ ├── max_iou_assigner.py │ │ │ │ ├── point_assigner.py │ │ │ │ ├── region_assigner.py │ │ │ │ ├── sim_ota_assigner.py │ │ │ │ ├── task_aligned_assigner.py │ │ │ │ └── uniform_assigner.py │ │ │ ├── builder.py │ │ │ ├── coder │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── base_bbox_coder.cpython-310.pyc │ │ │ │ │ ├── base_bbox_coder.cpython-39.pyc │ │ │ │ │ ├── bucketing_bbox_coder.cpython-310.pyc │ │ │ │ │ ├── bucketing_bbox_coder.cpython-39.pyc │ │ │ │ │ ├── delta_xywh_bbox_coder.cpython-310.pyc │ │ │ │ │ ├── delta_xywh_bbox_coder.cpython-39.pyc │ │ │ │ │ ├── distance_point_bbox_coder.cpython-310.pyc │ │ │ │ │ ├── distance_point_bbox_coder.cpython-39.pyc │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.cpython-310.pyc │ │ │ │ │ ├── legacy_delta_xywh_bbox_coder.cpython-39.pyc │ │ │ │ │ ├── pseudo_bbox_coder.cpython-310.pyc │ │ │ │ │ ├── pseudo_bbox_coder.cpython-39.pyc │ │ │ │ │ ├── tblr_bbox_coder.cpython-310.pyc │ │ │ │ │ ├── tblr_bbox_coder.cpython-39.pyc │ │ │ │ │ ├── yolo_bbox_coder.cpython-310.pyc │ │ │ │ │ └── yolo_bbox_coder.cpython-39.pyc │ │ │ │ ├── base_bbox_coder.py │ │ │ │ ├── bucketing_bbox_coder.py │ │ │ │ ├── delta_xywh_bbox_coder.py │ │ │ │ ├── distance_point_bbox_coder.py │ │ │ │ ├── legacy_delta_xywh_bbox_coder.py │ │ │ │ ├── pseudo_bbox_coder.py │ │ │ │ ├── tblr_bbox_coder.py │ │ │ │ └── yolo_bbox_coder.py │ │ │ ├── demodata.py │ │ │ ├── iou_calculators │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── builder.cpython-310.pyc │ │ │ │ │ ├── builder.cpython-39.pyc │ │ │ │ │ ├── iou2d_calculator.cpython-310.pyc │ │ │ │ │ └── iou2d_calculator.cpython-39.pyc │ │ │ │ ├── builder.py │ │ │ │ └── iou2d_calculator.py │ │ │ ├── match_costs │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── builder.cpython-310.pyc │ │ │ │ │ ├── builder.cpython-39.pyc │ │ │ │ │ ├── match_cost.cpython-310.pyc │ │ │ │ │ └── match_cost.cpython-39.pyc │ │ │ │ ├── builder.py │ │ │ │ └── match_cost.py │ │ │ ├── samplers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── base_sampler.cpython-310.pyc │ │ │ │ │ ├── base_sampler.cpython-39.pyc │ │ │ │ │ ├── combined_sampler.cpython-310.pyc │ │ │ │ │ ├── combined_sampler.cpython-39.pyc │ │ │ │ │ ├── instance_balanced_pos_sampler.cpython-310.pyc │ │ │ │ │ ├── instance_balanced_pos_sampler.cpython-39.pyc │ │ │ │ │ ├── iou_balanced_neg_sampler.cpython-310.pyc │ │ │ │ │ ├── iou_balanced_neg_sampler.cpython-39.pyc │ │ │ │ │ ├── mask_pseudo_sampler.cpython-310.pyc │ │ │ │ │ ├── mask_pseudo_sampler.cpython-39.pyc │ │ │ │ │ ├── mask_sampling_result.cpython-310.pyc │ │ │ │ │ ├── mask_sampling_result.cpython-39.pyc │ │ │ │ │ ├── ohem_sampler.cpython-310.pyc │ │ │ │ │ ├── ohem_sampler.cpython-39.pyc │ │ │ │ │ ├── pseudo_sampler.cpython-310.pyc │ │ │ │ │ ├── pseudo_sampler.cpython-39.pyc │ │ │ │ │ ├── random_sampler.cpython-310.pyc │ │ │ │ │ ├── random_sampler.cpython-39.pyc │ │ │ │ │ ├── sampling_result.cpython-310.pyc │ │ │ │ │ ├── sampling_result.cpython-39.pyc │ │ │ │ │ ├── score_hlr_sampler.cpython-310.pyc │ │ │ │ │ └── score_hlr_sampler.cpython-39.pyc │ │ │ │ ├── base_sampler.py │ │ │ │ ├── combined_sampler.py │ │ │ │ ├── instance_balanced_pos_sampler.py │ │ │ │ ├── iou_balanced_neg_sampler.py │ │ │ │ ├── mask_pseudo_sampler.py │ │ │ │ ├── mask_sampling_result.py │ │ │ │ ├── ohem_sampler.py │ │ │ │ ├── pseudo_sampler.py │ │ │ │ ├── random_sampler.py │ │ │ │ ├── sampling_result.py │ │ │ │ └── score_hlr_sampler.py │ │ │ └── transforms.py │ │ ├── data_structures │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── general_data.cpython-310.pyc │ │ │ │ ├── general_data.cpython-39.pyc │ │ │ │ ├── instance_data.cpython-310.pyc │ │ │ │ └── instance_data.cpython-39.pyc │ │ │ ├── general_data.py │ │ │ └── instance_data.py │ │ ├── evaluation │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── bbox_overlaps.cpython-310.pyc │ │ │ │ ├── bbox_overlaps.cpython-39.pyc │ │ │ │ ├── class_names.cpython-310.pyc │ │ │ │ ├── class_names.cpython-39.pyc │ │ │ │ ├── eval_hooks.cpython-310.pyc │ │ │ │ ├── eval_hooks.cpython-39.pyc │ │ │ │ ├── mean_ap.cpython-310.pyc │ │ │ │ ├── mean_ap.cpython-39.pyc │ │ │ │ ├── panoptic_utils.cpython-310.pyc │ │ │ │ ├── panoptic_utils.cpython-39.pyc │ │ │ │ ├── recall.cpython-310.pyc │ │ │ │ └── recall.cpython-39.pyc │ │ │ ├── bbox_overlaps.py │ │ │ ├── class_names.py │ │ │ ├── eval_hooks.py │ │ │ ├── mean_ap.py │ │ │ ├── panoptic_utils.py │ │ │ └── recall.py │ │ ├── export │ │ │ ├── __init__.py │ │ │ ├── model_wrappers.py │ │ │ ├── onnx_helper.py │ │ │ └── pytorch2onnx.py │ │ ├── hook │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── checkloss_hook.cpython-310.pyc │ │ │ │ ├── checkloss_hook.cpython-39.pyc │ │ │ │ ├── ema.cpython-310.pyc │ │ │ │ ├── ema.cpython-39.pyc │ │ │ │ ├── set_epoch_info_hook.cpython-310.pyc │ │ │ │ ├── set_epoch_info_hook.cpython-39.pyc │ │ │ │ ├── sync_norm_hook.cpython-310.pyc │ │ │ │ ├── sync_norm_hook.cpython-39.pyc │ │ │ │ ├── sync_random_size_hook.cpython-310.pyc │ │ │ │ ├── sync_random_size_hook.cpython-39.pyc │ │ │ │ ├── yolox_lrupdater_hook.cpython-310.pyc │ │ │ │ ├── yolox_lrupdater_hook.cpython-39.pyc │ │ │ │ ├── yolox_mode_switch_hook.cpython-310.pyc │ │ │ │ └── yolox_mode_switch_hook.cpython-39.pyc │ │ │ ├── checkloss_hook.py │ │ │ ├── ema.py │ │ │ ├── set_epoch_info_hook.py │ │ │ ├── sync_norm_hook.py │ │ │ ├── sync_random_size_hook.py │ │ │ ├── yolox_lrupdater_hook.py │ │ │ └── yolox_mode_switch_hook.py │ │ ├── mask │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── mask_target.cpython-310.pyc │ │ │ │ ├── mask_target.cpython-39.pyc │ │ │ │ ├── structures.cpython-310.pyc │ │ │ │ ├── structures.cpython-39.pyc │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ └── utils.cpython-39.pyc │ │ │ ├── mask_target.py │ │ │ ├── structures.py │ │ │ └── utils.py │ │ ├── post_processing │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── bbox_nms.cpython-310.pyc │ │ │ │ ├── bbox_nms.cpython-39.pyc │ │ │ │ ├── matrix_nms.cpython-310.pyc │ │ │ │ ├── matrix_nms.cpython-39.pyc │ │ │ │ ├── merge_augs.cpython-310.pyc │ │ │ │ └── merge_augs.cpython-39.pyc │ │ │ ├── bbox_nms.py │ │ │ ├── matrix_nms.py │ │ │ └── merge_augs.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── dist_utils.cpython-310.pyc │ │ │ │ ├── dist_utils.cpython-39.pyc │ │ │ │ ├── misc.cpython-310.pyc │ │ │ │ └── misc.cpython-39.pyc │ │ │ ├── dist_utils.py │ │ │ └── misc.py │ │ └── visualization │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── image.cpython-310.pyc │ │ │ ├── image.cpython-39.pyc │ │ │ ├── palette.cpython-310.pyc │ │ │ └── palette.cpython-39.pyc │ │ │ ├── image.py │ │ │ └── palette.py │ ├── datasets │ │ ├── __init__.py │ │ ├── api_wrappers │ │ │ ├── __init__.py │ │ │ ├── coco_api.py │ │ │ └── panoptic_evaluation.py │ │ ├── builder.py │ │ ├── cityscapes.py │ │ ├── coco.py │ │ ├── coco_panoptic.py │ │ ├── custom.py │ │ ├── dataset_wrappers.py │ │ ├── deepfashion.py │ │ ├── lvis.py │ │ ├── openimages.py │ │ ├── pipelines │ │ │ ├── __init__.py │ │ │ ├── auto_augment.py │ │ │ ├── compose.py │ │ │ ├── formating.py │ │ │ ├── formatting.py │ │ │ ├── instaboost.py │ │ │ ├── loading.py │ │ │ ├── test_time_aug.py │ │ │ └── transforms.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ ├── distributed_sampler.py │ │ │ ├── group_sampler.py │ │ │ └── infinite_sampler.py │ │ ├── utils.py │ │ ├── voc.py │ │ ├── wider_face.py │ │ └── xml_style.py │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ └── builder.cpython-39.pyc │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── csp_darknet.cpython-310.pyc │ │ │ │ ├── csp_darknet.cpython-39.pyc │ │ │ │ ├── darknet.cpython-310.pyc │ │ │ │ ├── darknet.cpython-39.pyc │ │ │ │ ├── detectors_resnet.cpython-310.pyc │ │ │ │ ├── detectors_resnet.cpython-39.pyc │ │ │ │ ├── detectors_resnext.cpython-310.pyc │ │ │ │ ├── detectors_resnext.cpython-39.pyc │ │ │ │ ├── hourglass.cpython-310.pyc │ │ │ │ ├── hourglass.cpython-39.pyc │ │ │ │ ├── hrnet.cpython-310.pyc │ │ │ │ ├── hrnet.cpython-39.pyc │ │ │ │ ├── mobilenet_v2.cpython-310.pyc │ │ │ │ ├── mobilenet_v2.cpython-39.pyc │ │ │ │ ├── pvt.cpython-310.pyc │ │ │ │ ├── pvt.cpython-39.pyc │ │ │ │ ├── regnet.cpython-310.pyc │ │ │ │ ├── regnet.cpython-39.pyc │ │ │ │ ├── res2net.cpython-310.pyc │ │ │ │ ├── res2net.cpython-39.pyc │ │ │ │ ├── resnest.cpython-310.pyc │ │ │ │ ├── resnest.cpython-39.pyc │ │ │ │ ├── resnet.cpython-310.pyc │ │ │ │ ├── resnet.cpython-39.pyc │ │ │ │ ├── resnext.cpython-310.pyc │ │ │ │ ├── resnext.cpython-39.pyc │ │ │ │ ├── ssd_vgg.cpython-310.pyc │ │ │ │ ├── ssd_vgg.cpython-39.pyc │ │ │ │ ├── swin.cpython-310.pyc │ │ │ │ ├── swin.cpython-39.pyc │ │ │ │ ├── trident_resnet.cpython-310.pyc │ │ │ │ └── trident_resnet.cpython-39.pyc │ │ │ ├── csp_darknet.py │ │ │ ├── darknet.py │ │ │ ├── detectors_resnet.py │ │ │ ├── detectors_resnext.py │ │ │ ├── hourglass.py │ │ │ ├── hrnet.py │ │ │ ├── mobilenet_v2.py │ │ │ ├── pvt.py │ │ │ ├── regnet.py │ │ │ ├── res2net.py │ │ │ ├── resnest.py │ │ │ ├── resnet.py │ │ │ ├── resnext.py │ │ │ ├── ssd_vgg.py │ │ │ ├── swin.py │ │ │ └── trident_resnet.py │ │ ├── builder.py │ │ ├── dense_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── anchor_free_head.cpython-310.pyc │ │ │ │ ├── anchor_free_head.cpython-39.pyc │ │ │ │ ├── anchor_head.cpython-310.pyc │ │ │ │ ├── anchor_head.cpython-39.pyc │ │ │ │ ├── atss_head.cpython-310.pyc │ │ │ │ ├── atss_head.cpython-39.pyc │ │ │ │ ├── autoassign_head.cpython-310.pyc │ │ │ │ ├── autoassign_head.cpython-39.pyc │ │ │ │ ├── base_dense_head.cpython-310.pyc │ │ │ │ ├── base_dense_head.cpython-39.pyc │ │ │ │ ├── base_mask_head.cpython-310.pyc │ │ │ │ ├── base_mask_head.cpython-39.pyc │ │ │ │ ├── cascade_rpn_head.cpython-310.pyc │ │ │ │ ├── cascade_rpn_head.cpython-39.pyc │ │ │ │ ├── centernet_head.cpython-310.pyc │ │ │ │ ├── centernet_head.cpython-39.pyc │ │ │ │ ├── centripetal_head.cpython-310.pyc │ │ │ │ ├── centripetal_head.cpython-39.pyc │ │ │ │ ├── corner_head.cpython-310.pyc │ │ │ │ ├── corner_head.cpython-39.pyc │ │ │ │ ├── deformable_detr_head.cpython-310.pyc │ │ │ │ ├── deformable_detr_head.cpython-39.pyc │ │ │ │ ├── dense_test_mixins.cpython-310.pyc │ │ │ │ ├── dense_test_mixins.cpython-39.pyc │ │ │ │ ├── detr_head.cpython-310.pyc │ │ │ │ ├── detr_head.cpython-39.pyc │ │ │ │ ├── embedding_rpn_head.cpython-310.pyc │ │ │ │ ├── embedding_rpn_head.cpython-39.pyc │ │ │ │ ├── fcos_head.cpython-310.pyc │ │ │ │ ├── fcos_head.cpython-39.pyc │ │ │ │ ├── fovea_head.cpython-310.pyc │ │ │ │ ├── fovea_head.cpython-39.pyc │ │ │ │ ├── free_anchor_retina_head.cpython-310.pyc │ │ │ │ ├── free_anchor_retina_head.cpython-39.pyc │ │ │ │ ├── fsaf_head.cpython-310.pyc │ │ │ │ ├── fsaf_head.cpython-39.pyc │ │ │ │ ├── ga_retina_head.cpython-310.pyc │ │ │ │ ├── ga_retina_head.cpython-39.pyc │ │ │ │ ├── ga_rpn_head.cpython-310.pyc │ │ │ │ ├── ga_rpn_head.cpython-39.pyc │ │ │ │ ├── gfl_head.cpython-310.pyc │ │ │ │ ├── gfl_head.cpython-39.pyc │ │ │ │ ├── guided_anchor_head.cpython-310.pyc │ │ │ │ ├── guided_anchor_head.cpython-39.pyc │ │ │ │ ├── lad_head.cpython-310.pyc │ │ │ │ ├── lad_head.cpython-39.pyc │ │ │ │ ├── ld_head.cpython-310.pyc │ │ │ │ ├── ld_head.cpython-39.pyc │ │ │ │ ├── maskformer_head.cpython-310.pyc │ │ │ │ ├── maskformer_head.cpython-39.pyc │ │ │ │ ├── nasfcos_head.cpython-310.pyc │ │ │ │ ├── nasfcos_head.cpython-39.pyc │ │ │ │ ├── paa_head.cpython-310.pyc │ │ │ │ ├── paa_head.cpython-39.pyc │ │ │ │ ├── pisa_retinanet_head.cpython-310.pyc │ │ │ │ ├── pisa_retinanet_head.cpython-39.pyc │ │ │ │ ├── pisa_ssd_head.cpython-310.pyc │ │ │ │ ├── pisa_ssd_head.cpython-39.pyc │ │ │ │ ├── reppoints_head.cpython-310.pyc │ │ │ │ ├── reppoints_head.cpython-39.pyc │ │ │ │ ├── retina_head.cpython-310.pyc │ │ │ │ ├── retina_head.cpython-39.pyc │ │ │ │ ├── retina_sepbn_head.cpython-310.pyc │ │ │ │ ├── retina_sepbn_head.cpython-39.pyc │ │ │ │ ├── rpn_head.cpython-310.pyc │ │ │ │ ├── rpn_head.cpython-39.pyc │ │ │ │ ├── sabl_retina_head.cpython-310.pyc │ │ │ │ ├── sabl_retina_head.cpython-39.pyc │ │ │ │ ├── solo_head.cpython-310.pyc │ │ │ │ ├── solo_head.cpython-39.pyc │ │ │ │ ├── ssd_head.cpython-310.pyc │ │ │ │ ├── ssd_head.cpython-39.pyc │ │ │ │ ├── tood_head.cpython-310.pyc │ │ │ │ ├── tood_head.cpython-39.pyc │ │ │ │ ├── vfnet_head.cpython-310.pyc │ │ │ │ ├── vfnet_head.cpython-39.pyc │ │ │ │ ├── yolact_head.cpython-310.pyc │ │ │ │ ├── yolact_head.cpython-39.pyc │ │ │ │ ├── yolo_head.cpython-310.pyc │ │ │ │ ├── yolo_head.cpython-39.pyc │ │ │ │ ├── yolof_head.cpython-310.pyc │ │ │ │ ├── yolof_head.cpython-39.pyc │ │ │ │ ├── yolox_head.cpython-310.pyc │ │ │ │ └── yolox_head.cpython-39.pyc │ │ │ ├── anchor_free_head.py │ │ │ ├── anchor_head.py │ │ │ ├── atss_head.py │ │ │ ├── autoassign_head.py │ │ │ ├── base_dense_head.py │ │ │ ├── base_mask_head.py │ │ │ ├── cascade_rpn_head.py │ │ │ ├── centernet_head.py │ │ │ ├── centripetal_head.py │ │ │ ├── corner_head.py │ │ │ ├── deformable_detr_head.py │ │ │ ├── dense_test_mixins.py │ │ │ ├── detr_head.py │ │ │ ├── embedding_rpn_head.py │ │ │ ├── fcos_head.py │ │ │ ├── fovea_head.py │ │ │ ├── free_anchor_retina_head.py │ │ │ ├── fsaf_head.py │ │ │ ├── ga_retina_head.py │ │ │ ├── ga_rpn_head.py │ │ │ ├── gfl_head.py │ │ │ ├── guided_anchor_head.py │ │ │ ├── lad_head.py │ │ │ ├── ld_head.py │ │ │ ├── maskformer_head.py │ │ │ ├── nasfcos_head.py │ │ │ ├── paa_head.py │ │ │ ├── pisa_retinanet_head.py │ │ │ ├── pisa_ssd_head.py │ │ │ ├── reppoints_head.py │ │ │ ├── retina_head.py │ │ │ ├── retina_sepbn_head.py │ │ │ ├── rpn_head.py │ │ │ ├── sabl_retina_head.py │ │ │ ├── solo_head.py │ │ │ ├── ssd_head.py │ │ │ ├── tood_head.py │ │ │ ├── vfnet_head.py │ │ │ ├── yolact_head.py │ │ │ ├── yolo_head.py │ │ │ ├── yolof_head.py │ │ │ └── yolox_head.py │ │ ├── detectors │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── atss.cpython-310.pyc │ │ │ │ ├── atss.cpython-39.pyc │ │ │ │ ├── autoassign.cpython-310.pyc │ │ │ │ ├── autoassign.cpython-39.pyc │ │ │ │ ├── base.cpython-310.pyc │ │ │ │ ├── base.cpython-39.pyc │ │ │ │ ├── cascade_rcnn.cpython-310.pyc │ │ │ │ ├── cascade_rcnn.cpython-39.pyc │ │ │ │ ├── centernet.cpython-310.pyc │ │ │ │ ├── centernet.cpython-39.pyc │ │ │ │ ├── cornernet.cpython-310.pyc │ │ │ │ ├── cornernet.cpython-39.pyc │ │ │ │ ├── deformable_detr.cpython-310.pyc │ │ │ │ ├── deformable_detr.cpython-39.pyc │ │ │ │ ├── detr.cpython-310.pyc │ │ │ │ ├── detr.cpython-39.pyc │ │ │ │ ├── fast_rcnn.cpython-310.pyc │ │ │ │ ├── fast_rcnn.cpython-39.pyc │ │ │ │ ├── faster_rcnn.cpython-310.pyc │ │ │ │ ├── faster_rcnn.cpython-39.pyc │ │ │ │ ├── fcos.cpython-310.pyc │ │ │ │ ├── fcos.cpython-39.pyc │ │ │ │ ├── fovea.cpython-310.pyc │ │ │ │ ├── fovea.cpython-39.pyc │ │ │ │ ├── fsaf.cpython-310.pyc │ │ │ │ ├── fsaf.cpython-39.pyc │ │ │ │ ├── gfl.cpython-310.pyc │ │ │ │ ├── gfl.cpython-39.pyc │ │ │ │ ├── grid_rcnn.cpython-310.pyc │ │ │ │ ├── grid_rcnn.cpython-39.pyc │ │ │ │ ├── htc.cpython-310.pyc │ │ │ │ ├── htc.cpython-39.pyc │ │ │ │ ├── kd_one_stage.cpython-310.pyc │ │ │ │ ├── kd_one_stage.cpython-39.pyc │ │ │ │ ├── lad.cpython-310.pyc │ │ │ │ ├── lad.cpython-39.pyc │ │ │ │ ├── mask_rcnn.cpython-310.pyc │ │ │ │ ├── mask_rcnn.cpython-39.pyc │ │ │ │ ├── mask_scoring_rcnn.cpython-310.pyc │ │ │ │ ├── mask_scoring_rcnn.cpython-39.pyc │ │ │ │ ├── maskformer.cpython-310.pyc │ │ │ │ ├── maskformer.cpython-39.pyc │ │ │ │ ├── nasfcos.cpython-310.pyc │ │ │ │ ├── nasfcos.cpython-39.pyc │ │ │ │ ├── paa.cpython-310.pyc │ │ │ │ ├── paa.cpython-39.pyc │ │ │ │ ├── panoptic_fpn.cpython-310.pyc │ │ │ │ ├── panoptic_fpn.cpython-39.pyc │ │ │ │ ├── panoptic_two_stage_segmentor.cpython-310.pyc │ │ │ │ ├── panoptic_two_stage_segmentor.cpython-39.pyc │ │ │ │ ├── point_rend.cpython-310.pyc │ │ │ │ ├── point_rend.cpython-39.pyc │ │ │ │ ├── queryinst.cpython-310.pyc │ │ │ │ ├── queryinst.cpython-39.pyc │ │ │ │ ├── reppoints_detector.cpython-310.pyc │ │ │ │ ├── reppoints_detector.cpython-39.pyc │ │ │ │ ├── retinanet.cpython-310.pyc │ │ │ │ ├── retinanet.cpython-39.pyc │ │ │ │ ├── rpn.cpython-310.pyc │ │ │ │ ├── rpn.cpython-39.pyc │ │ │ │ ├── scnet.cpython-310.pyc │ │ │ │ ├── scnet.cpython-39.pyc │ │ │ │ ├── single_stage.cpython-310.pyc │ │ │ │ ├── single_stage.cpython-39.pyc │ │ │ │ ├── single_stage_instance_seg.cpython-310.pyc │ │ │ │ ├── single_stage_instance_seg.cpython-39.pyc │ │ │ │ ├── solo.cpython-310.pyc │ │ │ │ ├── solo.cpython-39.pyc │ │ │ │ ├── sparse_rcnn.cpython-310.pyc │ │ │ │ ├── sparse_rcnn.cpython-39.pyc │ │ │ │ ├── tood.cpython-310.pyc │ │ │ │ ├── tood.cpython-39.pyc │ │ │ │ ├── trident_faster_rcnn.cpython-310.pyc │ │ │ │ ├── trident_faster_rcnn.cpython-39.pyc │ │ │ │ ├── two_stage.cpython-310.pyc │ │ │ │ ├── two_stage.cpython-39.pyc │ │ │ │ ├── vfnet.cpython-310.pyc │ │ │ │ ├── vfnet.cpython-39.pyc │ │ │ │ ├── yolact.cpython-310.pyc │ │ │ │ ├── yolact.cpython-39.pyc │ │ │ │ ├── yolo.cpython-310.pyc │ │ │ │ ├── yolo.cpython-39.pyc │ │ │ │ ├── yolof.cpython-310.pyc │ │ │ │ ├── yolof.cpython-39.pyc │ │ │ │ ├── yolox.cpython-310.pyc │ │ │ │ └── yolox.cpython-39.pyc │ │ │ ├── atss.py │ │ │ ├── autoassign.py │ │ │ ├── base.py │ │ │ ├── cascade_rcnn.py │ │ │ ├── centernet.py │ │ │ ├── cornernet.py │ │ │ ├── deformable_detr.py │ │ │ ├── detr.py │ │ │ ├── fast_rcnn.py │ │ │ ├── faster_rcnn.py │ │ │ ├── fcos.py │ │ │ ├── fovea.py │ │ │ ├── fsaf.py │ │ │ ├── gfl.py │ │ │ ├── grid_rcnn.py │ │ │ ├── htc.py │ │ │ ├── kd_one_stage.py │ │ │ ├── lad.py │ │ │ ├── mask_rcnn.py │ │ │ ├── mask_scoring_rcnn.py │ │ │ ├── maskformer.py │ │ │ ├── nasfcos.py │ │ │ ├── paa.py │ │ │ ├── panoptic_fpn.py │ │ │ ├── panoptic_two_stage_segmentor.py │ │ │ ├── point_rend.py │ │ │ ├── queryinst.py │ │ │ ├── reppoints_detector.py │ │ │ ├── retinanet.py │ │ │ ├── rpn.py │ │ │ ├── scnet.py │ │ │ ├── single_stage.py │ │ │ ├── single_stage_instance_seg.py │ │ │ ├── solo.py │ │ │ ├── sparse_rcnn.py │ │ │ ├── tood.py │ │ │ ├── trident_faster_rcnn.py │ │ │ ├── two_stage.py │ │ │ ├── vfnet.py │ │ │ ├── yolact.py │ │ │ ├── yolo.py │ │ │ ├── yolof.py │ │ │ └── yolox.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── accuracy.cpython-310.pyc │ │ │ │ ├── accuracy.cpython-39.pyc │ │ │ │ ├── ae_loss.cpython-310.pyc │ │ │ │ ├── ae_loss.cpython-39.pyc │ │ │ │ ├── balanced_l1_loss.cpython-310.pyc │ │ │ │ ├── balanced_l1_loss.cpython-39.pyc │ │ │ │ ├── cross_entropy_loss.cpython-310.pyc │ │ │ │ ├── cross_entropy_loss.cpython-39.pyc │ │ │ │ ├── dice_loss.cpython-310.pyc │ │ │ │ ├── dice_loss.cpython-39.pyc │ │ │ │ ├── focal_loss.cpython-310.pyc │ │ │ │ ├── focal_loss.cpython-39.pyc │ │ │ │ ├── gaussian_focal_loss.cpython-310.pyc │ │ │ │ ├── gaussian_focal_loss.cpython-39.pyc │ │ │ │ ├── gfocal_loss.cpython-310.pyc │ │ │ │ ├── gfocal_loss.cpython-39.pyc │ │ │ │ ├── ghm_loss.cpython-310.pyc │ │ │ │ ├── ghm_loss.cpython-39.pyc │ │ │ │ ├── iou_loss.cpython-310.pyc │ │ │ │ ├── iou_loss.cpython-39.pyc │ │ │ │ ├── kd_loss.cpython-310.pyc │ │ │ │ ├── kd_loss.cpython-39.pyc │ │ │ │ ├── mse_loss.cpython-310.pyc │ │ │ │ ├── mse_loss.cpython-39.pyc │ │ │ │ ├── pisa_loss.cpython-310.pyc │ │ │ │ ├── pisa_loss.cpython-39.pyc │ │ │ │ ├── seesaw_loss.cpython-310.pyc │ │ │ │ ├── seesaw_loss.cpython-39.pyc │ │ │ │ ├── smooth_l1_loss.cpython-310.pyc │ │ │ │ ├── smooth_l1_loss.cpython-39.pyc │ │ │ │ ├── utils.cpython-310.pyc │ │ │ │ ├── utils.cpython-39.pyc │ │ │ │ ├── varifocal_loss.cpython-310.pyc │ │ │ │ └── varifocal_loss.cpython-39.pyc │ │ │ ├── accuracy.py │ │ │ ├── ae_loss.py │ │ │ ├── balanced_l1_loss.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── dice_loss.py │ │ │ ├── focal_loss.py │ │ │ ├── gaussian_focal_loss.py │ │ │ ├── gfocal_loss.py │ │ │ ├── ghm_loss.py │ │ │ ├── iou_loss.py │ │ │ ├── kd_loss.py │ │ │ ├── mse_loss.py │ │ │ ├── pisa_loss.py │ │ │ ├── seesaw_loss.py │ │ │ ├── smooth_l1_loss.py │ │ │ ├── utils.py │ │ │ └── varifocal_loss.py │ │ ├── necks │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── bfp.cpython-310.pyc │ │ │ │ ├── bfp.cpython-39.pyc │ │ │ │ ├── channel_mapper.cpython-310.pyc │ │ │ │ ├── channel_mapper.cpython-39.pyc │ │ │ │ ├── ct_resnet_neck.cpython-310.pyc │ │ │ │ ├── ct_resnet_neck.cpython-39.pyc │ │ │ │ ├── dilated_encoder.cpython-310.pyc │ │ │ │ ├── dilated_encoder.cpython-39.pyc │ │ │ │ ├── dyhead.cpython-310.pyc │ │ │ │ ├── dyhead.cpython-39.pyc │ │ │ │ ├── fpg.cpython-310.pyc │ │ │ │ ├── fpg.cpython-39.pyc │ │ │ │ ├── fpn.cpython-310.pyc │ │ │ │ ├── fpn.cpython-39.pyc │ │ │ │ ├── fpn_carafe.cpython-310.pyc │ │ │ │ ├── fpn_carafe.cpython-39.pyc │ │ │ │ ├── hrfpn.cpython-310.pyc │ │ │ │ ├── hrfpn.cpython-39.pyc │ │ │ │ ├── nas_fpn.cpython-310.pyc │ │ │ │ ├── nas_fpn.cpython-39.pyc │ │ │ │ ├── nasfcos_fpn.cpython-310.pyc │ │ │ │ ├── nasfcos_fpn.cpython-39.pyc │ │ │ │ ├── pafpn.cpython-310.pyc │ │ │ │ ├── pafpn.cpython-39.pyc │ │ │ │ ├── rfp.cpython-310.pyc │ │ │ │ ├── rfp.cpython-39.pyc │ │ │ │ ├── ssd_neck.cpython-310.pyc │ │ │ │ ├── ssd_neck.cpython-39.pyc │ │ │ │ ├── yolo_neck.cpython-310.pyc │ │ │ │ ├── yolo_neck.cpython-39.pyc │ │ │ │ ├── yolox_pafpn.cpython-310.pyc │ │ │ │ └── yolox_pafpn.cpython-39.pyc │ │ │ ├── bfp.py │ │ │ ├── channel_mapper.py │ │ │ ├── ct_resnet_neck.py │ │ │ ├── dilated_encoder.py │ │ │ ├── dyhead.py │ │ │ ├── fpg.py │ │ │ ├── fpn.py │ │ │ ├── fpn_carafe.py │ │ │ ├── hrfpn.py │ │ │ ├── nas_fpn.py │ │ │ ├── nasfcos_fpn.py │ │ │ ├── pafpn.py │ │ │ ├── rfp.py │ │ │ ├── ssd_neck.py │ │ │ ├── yolo_neck.py │ │ │ └── yolox_pafpn.py │ │ ├── plugins │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── dropblock.cpython-310.pyc │ │ │ │ ├── dropblock.cpython-39.pyc │ │ │ │ ├── pixel_decoder.cpython-310.pyc │ │ │ │ └── pixel_decoder.cpython-39.pyc │ │ │ ├── dropblock.py │ │ │ └── pixel_decoder.py │ │ ├── roi_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── base_roi_head.cpython-310.pyc │ │ │ │ ├── base_roi_head.cpython-39.pyc │ │ │ │ ├── cascade_roi_head.cpython-310.pyc │ │ │ │ ├── cascade_roi_head.cpython-39.pyc │ │ │ │ ├── double_roi_head.cpython-310.pyc │ │ │ │ ├── double_roi_head.cpython-39.pyc │ │ │ │ ├── dynamic_roi_head.cpython-310.pyc │ │ │ │ ├── dynamic_roi_head.cpython-39.pyc │ │ │ │ ├── grid_roi_head.cpython-310.pyc │ │ │ │ ├── grid_roi_head.cpython-39.pyc │ │ │ │ ├── htc_roi_head.cpython-310.pyc │ │ │ │ ├── htc_roi_head.cpython-39.pyc │ │ │ │ ├── mask_scoring_roi_head.cpython-310.pyc │ │ │ │ ├── mask_scoring_roi_head.cpython-39.pyc │ │ │ │ ├── pisa_roi_head.cpython-310.pyc │ │ │ │ ├── pisa_roi_head.cpython-39.pyc │ │ │ │ ├── point_rend_roi_head.cpython-310.pyc │ │ │ │ ├── point_rend_roi_head.cpython-39.pyc │ │ │ │ ├── scnet_roi_head.cpython-310.pyc │ │ │ │ ├── scnet_roi_head.cpython-39.pyc │ │ │ │ ├── sparse_roi_head.cpython-310.pyc │ │ │ │ ├── sparse_roi_head.cpython-39.pyc │ │ │ │ ├── standard_roi_head.cpython-310.pyc │ │ │ │ ├── standard_roi_head.cpython-39.pyc │ │ │ │ ├── test_mixins.cpython-310.pyc │ │ │ │ ├── test_mixins.cpython-39.pyc │ │ │ │ ├── trident_roi_head.cpython-310.pyc │ │ │ │ └── trident_roi_head.cpython-39.pyc │ │ │ ├── base_roi_head.py │ │ │ ├── bbox_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── bbox_head.cpython-310.pyc │ │ │ │ │ ├── bbox_head.cpython-39.pyc │ │ │ │ │ ├── convfc_bbox_head.cpython-310.pyc │ │ │ │ │ ├── convfc_bbox_head.cpython-39.pyc │ │ │ │ │ ├── dii_head.cpython-310.pyc │ │ │ │ │ ├── dii_head.cpython-39.pyc │ │ │ │ │ ├── double_bbox_head.cpython-310.pyc │ │ │ │ │ ├── double_bbox_head.cpython-39.pyc │ │ │ │ │ ├── sabl_head.cpython-310.pyc │ │ │ │ │ ├── sabl_head.cpython-39.pyc │ │ │ │ │ ├── scnet_bbox_head.cpython-310.pyc │ │ │ │ │ └── scnet_bbox_head.cpython-39.pyc │ │ │ │ ├── bbox_head.py │ │ │ │ ├── convfc_bbox_head.py │ │ │ │ ├── dii_head.py │ │ │ │ ├── double_bbox_head.py │ │ │ │ ├── sabl_head.py │ │ │ │ └── scnet_bbox_head.py │ │ │ ├── cascade_roi_head.py │ │ │ ├── double_roi_head.py │ │ │ ├── dynamic_roi_head.py │ │ │ ├── grid_roi_head.py │ │ │ ├── htc_roi_head.py │ │ │ ├── mask_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── coarse_mask_head.cpython-310.pyc │ │ │ │ │ ├── coarse_mask_head.cpython-39.pyc │ │ │ │ │ ├── dynamic_mask_head.cpython-310.pyc │ │ │ │ │ ├── dynamic_mask_head.cpython-39.pyc │ │ │ │ │ ├── fcn_mask_head.cpython-310.pyc │ │ │ │ │ ├── fcn_mask_head.cpython-39.pyc │ │ │ │ │ ├── feature_relay_head.cpython-310.pyc │ │ │ │ │ ├── feature_relay_head.cpython-39.pyc │ │ │ │ │ ├── fused_semantic_head.cpython-310.pyc │ │ │ │ │ ├── fused_semantic_head.cpython-39.pyc │ │ │ │ │ ├── global_context_head.cpython-310.pyc │ │ │ │ │ ├── global_context_head.cpython-39.pyc │ │ │ │ │ ├── grid_head.cpython-310.pyc │ │ │ │ │ ├── grid_head.cpython-39.pyc │ │ │ │ │ ├── htc_mask_head.cpython-310.pyc │ │ │ │ │ ├── htc_mask_head.cpython-39.pyc │ │ │ │ │ ├── mask_point_head.cpython-310.pyc │ │ │ │ │ ├── mask_point_head.cpython-39.pyc │ │ │ │ │ ├── maskiou_head.cpython-310.pyc │ │ │ │ │ ├── maskiou_head.cpython-39.pyc │ │ │ │ │ ├── scnet_mask_head.cpython-310.pyc │ │ │ │ │ ├── scnet_mask_head.cpython-39.pyc │ │ │ │ │ ├── scnet_semantic_head.cpython-310.pyc │ │ │ │ │ └── scnet_semantic_head.cpython-39.pyc │ │ │ │ ├── coarse_mask_head.py │ │ │ │ ├── dynamic_mask_head.py │ │ │ │ ├── fcn_mask_head.py │ │ │ │ ├── feature_relay_head.py │ │ │ │ ├── fused_semantic_head.py │ │ │ │ ├── global_context_head.py │ │ │ │ ├── grid_head.py │ │ │ │ ├── htc_mask_head.py │ │ │ │ ├── mask_point_head.py │ │ │ │ ├── maskiou_head.py │ │ │ │ ├── scnet_mask_head.py │ │ │ │ └── scnet_semantic_head.py │ │ │ ├── mask_scoring_roi_head.py │ │ │ ├── pisa_roi_head.py │ │ │ ├── point_rend_roi_head.py │ │ │ ├── roi_extractors │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── base_roi_extractor.cpython-310.pyc │ │ │ │ │ ├── base_roi_extractor.cpython-39.pyc │ │ │ │ │ ├── generic_roi_extractor.cpython-310.pyc │ │ │ │ │ ├── generic_roi_extractor.cpython-39.pyc │ │ │ │ │ ├── single_level_roi_extractor.cpython-310.pyc │ │ │ │ │ └── single_level_roi_extractor.cpython-39.pyc │ │ │ │ ├── base_roi_extractor.py │ │ │ │ ├── generic_roi_extractor.py │ │ │ │ └── single_level_roi_extractor.py │ │ │ ├── scnet_roi_head.py │ │ │ ├── shared_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── res_layer.cpython-310.pyc │ │ │ │ │ └── res_layer.cpython-39.pyc │ │ │ │ └── res_layer.py │ │ │ ├── sparse_roi_head.py │ │ │ ├── standard_roi_head.py │ │ │ ├── test_mixins.py │ │ │ └── trident_roi_head.py │ │ ├── seg_heads │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── base_semantic_head.cpython-310.pyc │ │ │ │ ├── base_semantic_head.cpython-39.pyc │ │ │ │ ├── panoptic_fpn_head.cpython-310.pyc │ │ │ │ └── panoptic_fpn_head.cpython-39.pyc │ │ │ ├── base_semantic_head.py │ │ │ ├── panoptic_fpn_head.py │ │ │ └── panoptic_fusion_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── base_panoptic_fusion_head.cpython-310.pyc │ │ │ │ ├── base_panoptic_fusion_head.cpython-39.pyc │ │ │ │ ├── heuristic_fusion_head.cpython-310.pyc │ │ │ │ └── heuristic_fusion_head.cpython-39.pyc │ │ │ │ ├── base_panoptic_fusion_head.py │ │ │ │ └── heuristic_fusion_head.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── brick_wrappers.cpython-310.pyc │ │ │ ├── brick_wrappers.cpython-39.pyc │ │ │ ├── builder.cpython-310.pyc │ │ │ ├── builder.cpython-39.pyc │ │ │ ├── ckpt_convert.cpython-310.pyc │ │ │ ├── ckpt_convert.cpython-39.pyc │ │ │ ├── conv_upsample.cpython-310.pyc │ │ │ ├── conv_upsample.cpython-39.pyc │ │ │ ├── csp_layer.cpython-310.pyc │ │ │ ├── csp_layer.cpython-39.pyc │ │ │ ├── gaussian_target.cpython-310.pyc │ │ │ ├── gaussian_target.cpython-39.pyc │ │ │ ├── inverted_residual.cpython-310.pyc │ │ │ ├── inverted_residual.cpython-39.pyc │ │ │ ├── make_divisible.cpython-310.pyc │ │ │ ├── make_divisible.cpython-39.pyc │ │ │ ├── misc.cpython-310.pyc │ │ │ ├── misc.cpython-39.pyc │ │ │ ├── normed_predictor.cpython-310.pyc │ │ │ ├── normed_predictor.cpython-39.pyc │ │ │ ├── panoptic_gt_processing.cpython-310.pyc │ │ │ ├── panoptic_gt_processing.cpython-39.pyc │ │ │ ├── positional_encoding.cpython-310.pyc │ │ │ ├── positional_encoding.cpython-39.pyc │ │ │ ├── res_layer.cpython-310.pyc │ │ │ ├── res_layer.cpython-39.pyc │ │ │ ├── se_layer.cpython-310.pyc │ │ │ ├── se_layer.cpython-39.pyc │ │ │ ├── transformer.cpython-310.pyc │ │ │ └── transformer.cpython-39.pyc │ │ │ ├── brick_wrappers.py │ │ │ ├── builder.py │ │ │ ├── ckpt_convert.py │ │ │ ├── conv_upsample.py │ │ │ ├── csp_layer.py │ │ │ ├── gaussian_target.py │ │ │ ├── inverted_residual.py │ │ │ ├── make_divisible.py │ │ │ ├── misc.py │ │ │ ├── normed_predictor.py │ │ │ ├── panoptic_gt_processing.py │ │ │ ├── positional_encoding.py │ │ │ ├── res_layer.py │ │ │ ├── se_layer.py │ │ │ └── transformer.py │ ├── utils │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── collect_env.cpython-39.pyc │ │ │ ├── contextmanagers.cpython-39.pyc │ │ │ ├── logger.cpython-39.pyc │ │ │ ├── misc.cpython-39.pyc │ │ │ ├── setup_env.cpython-39.pyc │ │ │ └── util_mixins.cpython-39.pyc │ │ ├── collect_env.py │ │ ├── contextmanagers.py │ │ ├── logger.py │ │ ├── misc.py │ │ ├── profiling.py │ │ ├── setup_env.py │ │ ├── util_mixins.py │ │ └── util_random.py │ └── version.py ├── model │ ├── GLaMM.py │ ├── SAM │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ └── build_sam.cpython-39.pyc │ │ ├── build_sam.py │ │ ├── modeling │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── common.cpython-39.pyc │ │ │ │ ├── image_encoder.cpython-39.pyc │ │ │ │ ├── mask_decoder.cpython-39.pyc │ │ │ │ ├── prompt_encoder.cpython-39.pyc │ │ │ │ ├── sam.cpython-39.pyc │ │ │ │ └── transformer.cpython-39.pyc │ │ │ ├── common.py │ │ │ ├── image_encoder.py │ │ │ ├── mask_decoder.py │ │ │ ├── prompt_encoder.py │ │ │ ├── sam.py │ │ │ └── transformer.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ └── transforms.cpython-39.pyc │ │ │ └── transforms.py │ ├── __pycache__ │ │ ├── GLaMM.cpython-39.pyc │ │ └── layers.cpython-39.pyc │ ├── layers.py │ └── llava │ │ ├── __pycache__ │ │ ├── conversation.cpython-39.pyc │ │ ├── llava_with_region_arch.cpython-39.pyc │ │ └── mm_utils.cpython-39.pyc │ │ ├── conversation.py │ │ ├── llava_with_region_arch.py │ │ ├── mm_utils.py │ │ └── model │ │ ├── language_model │ │ ├── __pycache__ │ │ │ └── llava_llama.cpython-39.pyc │ │ └── llava_llama.py │ │ └── multimodal_encoder │ │ ├── __pycache__ │ │ ├── builder.cpython-39.pyc │ │ └── clip_encoder.cpython-39.pyc │ │ ├── builder.py │ │ └── clip_encoder.py ├── test.py ├── tools │ ├── __pycache__ │ │ ├── generate_utils.cpython-39.pyc │ │ ├── markdown_utils.cpython-39.pyc │ │ └── utils.cpython-39.pyc │ ├── generate_utils.py │ ├── markdown_utils.py │ └── utils.py └── train_ft.py ├── README.md ├── assets ├── IFL-test.png ├── Logo.png ├── figure1-pipeline.png ├── table-detect.png ├── table-llm.png ├── table-location.png └── teasor.png ├── playground ├── DTE-FDM_output.jsonl ├── eval_jsonl.py └── images │ ├── Sp_D_CND_A_pla0005_pla0023_0281.jpg │ ├── Sp_D_CND_A_sec0056_sec0015_0282.jpg │ ├── Sp_D_CNN_A_ani0049_ani0084_0266.jpg │ └── Sp_D_CNN_A_ani0053_ani0054_0267.jpg ├── requirements.txt ├── scripts ├── DTE-FDM │ ├── archived │ │ ├── convert_gqa_for_eval.py │ │ ├── convert_mmbench_for_submission.py │ │ ├── convert_mmvet_for_eval.py │ │ ├── convert_seed_for_submission.py │ │ ├── convert_sqa_to_llava.py │ │ ├── convert_sqa_to_llava_base_prompt.py │ │ ├── convert_vizwiz_for_submission.py │ │ ├── convert_vqav2_for_submission.py │ │ ├── extract_mm_projector.py │ │ ├── finetune.sh │ │ ├── finetune_full_schedule.sh │ │ ├── finetune_lora.sh │ │ ├── finetune_qlora.sh │ 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