| { |
| "config_file": "config/cfg_fsc147_vit_b.py", |
| "options": { |
| "text_encoder_type": "checkpoints/bert-base-uncased" |
| }, |
| "datasets": "config/datasets_fsc147.json", |
| "remove_difficult": false, |
| "fix_size": false, |
| "output_dir": "./debug", |
| "note": "", |
| "device": "cuda", |
| "seed": 42, |
| "resume": "", |
| "pretrain_model_path": "checkpoints/groundingdino_swinb_cogcoor.pth", |
| "finetune_ignore": null, |
| "start_epoch": 0, |
| "eval": false, |
| "num_workers": 8, |
| "test": false, |
| "debug": false, |
| "find_unused_params": false, |
| "save_results": false, |
| "save_log": false, |
| "world_size": 1, |
| "dist_url": "env://", |
| "rank": 0, |
| "local_rank": 0, |
| "amp": false, |
| "distributed": false, |
| "data_aug_scales": [ |
| 480, |
| 512, |
| 544, |
| 576, |
| 608, |
| 640, |
| 672, |
| 704, |
| 736, |
| 768, |
| 800 |
| ], |
| "data_aug_max_size": 1333, |
| "data_aug_scales2_resize": [ |
| 400, |
| 500, |
| 600 |
| ], |
| "data_aug_scales2_crop": [ |
| 384, |
| 600 |
| ], |
| "data_aug_scale_overlap": null, |
| "batch_size": 4, |
| "modelname": "groundingdino", |
| "backbone": "swin_B_384_22k", |
| "position_embedding": "sine", |
| "pe_temperatureH": 20, |
| "pe_temperatureW": 20, |
| "return_interm_indices": [ |
| 1, |
| 2, |
| 3 |
| ], |
| "enc_layers": 6, |
| "dec_layers": 6, |
| "pre_norm": false, |
| "dim_feedforward": 2048, |
| "hidden_dim": 256, |
| "dropout": 0.0, |
| "nheads": 8, |
| "num_queries": 900, |
| "query_dim": 4, |
| "num_patterns": 0, |
| "num_feature_levels": 4, |
| "enc_n_points": 4, |
| "dec_n_points": 4, |
| "two_stage_type": "standard", |
| "two_stage_bbox_embed_share": false, |
| "two_stage_class_embed_share": false, |
| "transformer_activation": "relu", |
| "dec_pred_bbox_embed_share": true, |
| "dn_box_noise_scale": 1.0, |
| "dn_label_noise_ratio": 0.5, |
| "dn_label_coef": 1.0, |
| "dn_bbox_coef": 1.0, |
| "embed_init_tgt": true, |
| "dn_labelbook_size": 91, |
| "max_text_len": 256, |
| "text_encoder_type": "checkpoints/bert-base-uncased", |
| "use_text_enhancer": true, |
| "use_fusion_layer": true, |
| "use_checkpoint": true, |
| "use_transformer_ckpt": true, |
| "use_text_cross_attention": true, |
| "text_dropout": 0.0, |
| "fusion_dropout": 0.0, |
| "fusion_droppath": 0.1, |
| "sub_sentence_present": true, |
| "max_labels": 90, |
| "lr": 0.0001, |
| "backbone_freeze_keywords": null, |
| "freeze_keywords": [ |
| "backbone.0", |
| "bert" |
| ], |
| "lr_backbone": 1e-05, |
| "lr_backbone_names": [ |
| "backbone.0", |
| "bert" |
| ], |
| "lr_linear_proj_mult": 1e-05, |
| "lr_linear_proj_names": [ |
| "ref_point_head", |
| "sampling_offsets" |
| ], |
| "weight_decay": 0.0001, |
| "param_dict_type": "ddetr_in_mmdet", |
| "ddetr_lr_param": false, |
| "epochs": 30, |
| "lr_drop": 10, |
| "save_checkpoint_interval": 10, |
| "clip_max_norm": 0.1, |
| "onecyclelr": false, |
| "multi_step_lr": false, |
| "lr_drop_list": [ |
| 10, |
| 20 |
| ], |
| "frozen_weights": null, |
| "dilation": false, |
| "pdetr3_bbox_embed_diff_each_layer": false, |
| "pdetr3_refHW": -1, |
| "random_refpoints_xy": false, |
| "fix_refpoints_hw": -1, |
| "dabdetr_yolo_like_anchor_update": false, |
| "dabdetr_deformable_encoder": false, |
| "dabdetr_deformable_decoder": false, |
| "use_deformable_box_attn": false, |
| "box_attn_type": "roi_align", |
| "dec_layer_number": null, |
| "decoder_layer_noise": false, |
| "dln_xy_noise": 0.2, |
| "dln_hw_noise": 0.2, |
| "add_channel_attention": false, |
| "add_pos_value": false, |
| "two_stage_pat_embed": 0, |
| "two_stage_add_query_num": 0, |
| "two_stage_learn_wh": false, |
| "two_stage_default_hw": 0.05, |
| "two_stage_keep_all_tokens": false, |
| "num_select": 900, |
| "batch_norm_type": "FrozenBatchNorm2d", |
| "masks": false, |
| "aux_loss": true, |
| "set_cost_class": 5.0, |
| "set_cost_bbox": 1.0, |
| "set_cost_giou": 0.0, |
| "cls_loss_coef": 5.0, |
| "bbox_loss_coef": 1.0, |
| "giou_loss_coef": 0.0, |
| "enc_loss_coef": 1.0, |
| "interm_loss_coef": 1.0, |
| "no_interm_box_loss": false, |
| "mask_loss_coef": 1.0, |
| "dice_loss_coef": 1.0, |
| "focal_alpha": 0.25, |
| "focal_gamma": 2.0, |
| "decoder_sa_type": "sa", |
| "matcher_type": "HungarianMatcher", |
| "decoder_module_seq": [ |
| "sa", |
| "ca", |
| "ffn" |
| ], |
| "nms_iou_threshold": -1, |
| "dec_pred_class_embed_share": true, |
| "match_unstable_error": true, |
| "use_detached_boxes_dec_out": false, |
| "dn_scalar": 100, |
| "box_threshold": 0.23, |
| "text_threshold": 0, |
| "use_coco_eval": false, |
| "label_list": [ |
| "alcohol bottle", |
| "baguette roll", |
| "ball", |
| "banana", |
| "bead", |
| "bee", |
| "birthday candle", |
| "biscuit", |
| "boat", |
| "bottle", |
| "bowl", |
| "box", |
| "bread roll", |
| "brick", |
| "buffalo", |
| "bun", |
| "calamari ring", |
| "can", |
| "candle", |
| "cap", |
| "car", |
| "cartridge", |
| "cassette", |
| "cement bag", |
| "cereal", |
| "chewing gum piece", |
| "chopstick", |
| "clam", |
| "coffee bean", |
| "coin", |
| "cotton ball", |
| "cow", |
| "crane", |
| "crayon", |
| "croissant", |
| "crow", |
| "cup", |
| "cupcake", |
| "cupcake holder", |
| "fish", |
| "gemstone", |
| "go game piece", |
| "goat", |
| "goldfish snack", |
| "goose", |
| "ice cream", |
| "ice cream cone", |
| "instant noodle", |
| "jade stone", |
| "jeans", |
| "kidney bean", |
| "kitchen towel", |
| "lighter", |
| "lipstick", |
| "m&m piece", |
| "macaron", |
| "match", |
| "meat skewer", |
| "mini blind", |
| "mosaic tile", |
| "naan bread", |
| "nail", |
| "nut", |
| "onion ring", |
| "orange", |
| "pearl", |
| "pen", |
| "pencil", |
| "penguin", |
| "pepper", |
| "person", |
| "pigeon", |
| "plate", |
| "polka dot tile", |
| "potato", |
| "rice bag", |
| "roof tile", |
| "screw", |
| "shoe", |
| "spoon", |
| "spring roll", |
| "stair", |
| "stapler pin", |
| "straw", |
| "supermarket shelf", |
| "swan", |
| "tomato", |
| "watermelon", |
| "window", |
| "zebra" |
| ], |
| "val_label_list": [ |
| "ant", |
| "bird", |
| "book", |
| "bottle cap", |
| "bullet", |
| "camel", |
| "chair", |
| "chicken wing", |
| "donut", |
| "donut holder", |
| "flamingo", |
| "flower", |
| "flower pot", |
| "grape", |
| "horse", |
| "kiwi", |
| "milk carton", |
| "oyster", |
| "oyster shell", |
| "package of fresh cut fruit", |
| "peach", |
| "pill", |
| "polka dot", |
| "prawn cracker", |
| "sausage", |
| "seagull", |
| "shallot", |
| "shirt", |
| "skateboard", |
| "toilet paper roll" |
| ] |
| } |
