|
{ |
|
"architectures": [ |
|
"Yolov6ForObjectDetection" |
|
], |
|
"backbone_csp_e": 0.0, |
|
"backbone_cspsppf": true, |
|
"backbone_fuse_P2": true, |
|
"backbone_num_repeats": [ |
|
1, |
|
2, |
|
4, |
|
6, |
|
2 |
|
], |
|
"backbone_out_channels": [ |
|
16, |
|
32, |
|
64, |
|
128, |
|
256 |
|
], |
|
"backbone_stage_block_type": "Yolov6RepBlock", |
|
"block_type": "Yolov6RepVGGBlock", |
|
"class_loss_coefficient": 1.0, |
|
"dfl_loss_coefficient": 1.0, |
|
"head_anchors": 3, |
|
"head_in_channels": [ |
|
128, |
|
256, |
|
512 |
|
], |
|
"head_num_layers": 3, |
|
"head_strides": [ |
|
8, |
|
16, |
|
32 |
|
], |
|
"hidden_size": 192, |
|
"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" |
|
}, |
|
"image_size": [ |
|
800, |
|
1333 |
|
], |
|
"in_channels": 3, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 768, |
|
"iou_loss_coefficient": 1.0, |
|
"iou_type": "siou", |
|
"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 |
|
}, |
|
"model_type": "yolov6n", |
|
"neck_csp_e": 0.0, |
|
"neck_num_repeats": [ |
|
4, |
|
4, |
|
4, |
|
4 |
|
], |
|
"neck_out_channels": [ |
|
64, |
|
32, |
|
32, |
|
64, |
|
64, |
|
128 |
|
], |
|
"neck_stage_block_type": "Yolov6RepBlock", |
|
"num_attention_heads": 3, |
|
"num_hidden_layers": 12, |
|
"reg_max": 0, |
|
"reg_max_proj": 16, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.37.0.dev0", |
|
"use_dfl": false, |
|
"use_mid_position_embeddings": false |
|
} |
|
|