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PP-DocLayoutV3-ONNX

Object Detection
ONNX
pp_doclayout_v3
layout-analysis
document-understanding
paddleocr
Model card Files
xet
 Community
PP-DocLayoutV3-ONNX
File size: 2,460 Bytes
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{
  "activation_dropout": 0.0,
  "activation_function": "silu",
  "anchor_image_size": null,
  "architectures": [
    "PPDocLayoutV3ForObjectDetection"
  ],
  "attention_dropout": 0.0,
  "backbone": null,
  "backbone_config": {
    "model_type": "hgnet_v2",
    "arch": "L",
    "return_idx": [0, 1, 2, 3],
    "freeze_stem_only": true,
    "freeze_at": 0,
    "freeze_norm": true,
    "lr_mult_list": [0, 0.05, 0.05, 0.05, 0.05],
    "out_features": ["stage1", "stage2", "stage3", "stage4"]
  },
  "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": 6,
  "decoder_n_points": 4,
  "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": [
    512,
    1024,
    2048
  ],
  "encoder_layers": 1,
  "eos_coefficient": 0.0001,
  "eval_size": null,
  "feature_strides": [
    8,
    16,
    32
  ],
  "hidden_expansion": 1.0,
  "id2label": {
    "0": "abstract",
    "1": "algorithm",
    "2": "aside_text",
    "3": "chart",
    "4": "content",
    "5": "formula",
    "6": "doc_title",
    "7": "figure_title",
    "8": "footer",
    "9": "footer",
    "10": "footnote",
    "11": "formula_number",
    "12": "header",
    "13": "header",
    "14": "image",
    "15": "formula",
    "16": "number",
    "17": "paragraph_title",
    "18": "reference",
    "19": "reference_content",
    "20": "seal",
    "21": "table",
    "22": "text",
    "23": "text",
    "24": "vision_footnote"
  },
  "initializer_range": 0.01,
  "is_encoder_decoder": true,
  "label2id": {},
  "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": "pp_doclayout_v3",
  "normalize_before": false,
  "num_denoising": 100,
  "num_feature_levels": 3,
  "num_queries": 300,
  "positional_encoding_temperature": 10000,
  "torch_dtype": "float32",
  "use_pretrained_backbone": false,
  "use_timm_backbone": false,
  "global_pointer_head_size": 64,
  "mask_feature_channels": [64, 64],
  "x4_feat_dim": 128
}