{ "activation_dropout": 0.0, "activation_function": "silu", "anchor_image_size": null, "architectures": [ "RTDetrV2ForObjectDetection" ], "attention_dropout": 0.0, "auxiliary_loss": true, "backbone": null, "backbone_config": { "depths": [ 2, 2, 2, 2 ], "hidden_sizes": [ 64, 128, 256, 512 ], "layer_type": "basic", "model_type": "rt_detr_v2_resnet", "out_features": [ "stage2", "stage3", "stage4" ], "out_indices": [ 2, 3, 4 ] }, "backbone_kwargs": null, "batch_norm_eps": 1e-05, "box_noise_scale": 1.0, "d_model": 256, "decoder_activation_function": "relu", "decoder_attention_heads": 8, "decoder_ffn_dim": 1024, "decoder_in_channels": [ 256, 256, 256 ], "decoder_layers": 3, "decoder_n_levels": 3, "decoder_n_points": 4, "decoder_offset_scale": 0.5, "disable_custom_kernels": true, "dropout": 0.0, "encode_proj_layers": [ 2 ], "encoder_activation_function": "gelu", "encoder_attention_heads": 8, "encoder_ffn_dim": 1024, "encoder_hidden_dim": 256, "encoder_in_channels": [ 128, 256, 512 ], "encoder_layers": 1, "eos_coefficient": 0.0001, "eval_size": null, "feat_strides": [ 8, 16, 32 ], "focal_loss_alpha": 0.75, "focal_loss_gamma": 2.0, "freeze_backbone_batch_norms": true, "hidden_expansion": 0.5, "id2label": { "0": "person", "1": "bicycle", "2": "car", "3": "motorbike", "4": "aeroplane", "5": "bus", "6": "train", "7": "truck", "8": "boat", "9": "traffic light", "10": "fire hydrant", "11": "stop sign", "12": "parking meter", "13": "bench", "14": "bird", "15": "cat", "16": "dog", "17": "horse", "18": "sheep", "19": "cow", "20": "elephant", "21": "bear", "22": "zebra", "23": "giraffe", "24": "backpack", "25": "umbrella", "26": "handbag", "27": "tie", "28": "suitcase", "29": "frisbee", "30": "skis", "31": "snowboard", "32": "sports ball", "33": "kite", "34": "baseball bat", "35": "baseball glove", "36": "skateboard", "37": "surfboard", "38": "tennis racket", "39": "bottle", "40": "wine glass", "41": "cup", "42": "fork", "43": "knife", "44": "spoon", "45": "bowl", "46": "banana", "47": "apple", "48": "sandwich", "49": "orange", "50": "broccoli", "51": "carrot", "52": "hot dog", "53": "pizza", "54": "donut", "55": "cake", "56": "chair", "57": "sofa", "58": "pottedplant", "59": "bed", "60": "diningtable", "61": "toilet", "62": "tvmonitor", "63": "laptop", "64": "mouse", "65": "remote", "66": "keyboard", "67": "cell phone", "68": "microwave", "69": "oven", "70": "toaster", "71": "sink", "72": "refrigerator", "73": "book", "74": "clock", "75": "vase", "76": "scissors", "77": "teddy bear", "78": "hair drier", "79": "toothbrush" }, "initializer_bias_prior_prob": null, "initializer_range": 0.01, "is_encoder_decoder": true, "label2id": { "aeroplane": 4, "apple": 47, "backpack": 24, "banana": 46, "baseball bat": 34, "baseball glove": 35, "bear": 21, "bed": 59, "bench": 13, "bicycle": 1, "bird": 14, "boat": 8, "book": 73, "bottle": 39, "bowl": 45, "broccoli": 50, "bus": 5, "cake": 55, "car": 2, "carrot": 51, "cat": 15, "cell phone": 67, "chair": 56, "clock": 74, "cow": 19, "cup": 41, "diningtable": 60, "dog": 16, "donut": 54, "elephant": 20, "fire hydrant": 10, "fork": 42, "frisbee": 29, "giraffe": 23, "hair drier": 78, "handbag": 26, "horse": 17, "hot dog": 52, "keyboard": 66, "kite": 33, "knife": 43, "laptop": 63, "microwave": 68, "motorbike": 3, "mouse": 64, "orange": 49, "oven": 69, "parking meter": 12, "person": 0, "pizza": 53, "pottedplant": 58, "refrigerator": 72, "remote": 65, "sandwich": 48, "scissors": 76, "sheep": 18, "sink": 71, "skateboard": 36, "skis": 30, "snowboard": 31, "sofa": 57, "spoon": 44, "sports ball": 32, "stop sign": 11, "suitcase": 28, "surfboard": 37, "teddy bear": 77, "tennis racket": 38, "tie": 27, "toaster": 70, "toilet": 61, "toothbrush": 79, "traffic light": 9, "train": 6, "truck": 7, "tvmonitor": 62, "umbrella": 25, "vase": 75, "wine glass": 40, "zebra": 22 }, "label_noise_ratio": 0.5, "layer_norm_eps": 1e-05, "learn_initial_query": false, "matcher_alpha": 0.25, "matcher_bbox_cost": 5.0, "matcher_class_cost": 2.0, "matcher_gamma": 2.0, "matcher_giou_cost": 2.0, "model_type": "rt_detr_v2", "normalize_before": false, "num_denoising": 100, "num_feature_levels": 3, "num_queries": 300, "positional_encoding_temperature": 10000, "torch_dtype": "float32", "transformers_version": "4.45.0.dev0", "use_focal_loss": true, "use_pretrained_backbone": false, "use_timm_backbone": false, "weight_loss_bbox": 5.0, "weight_loss_giou": 2.0, "weight_loss_vfl": 1.0, "with_box_refine": true }