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PlanetSMH
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CervicalSeg

Image Segmentation
Safetensors
cervicalseg
medical-imaging
cervical
binary-segmentation
dinov3
dpt
wtconv
Model card Files
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CervicalSeg
File size: 2,026 Bytes
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{
  "format_version": 2,
  "model": {
    "class_names": [
      "background",
      "lesion"
    ],
    "image_size": [
      576,
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    ],
    "image_mean": [
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      0.406
    ],
    "image_std": [
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      0.224,
      0.225
    ],
    "padding_color": [
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      116,
      104
    ],
    "hidden_state_indices": [
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    ],
    "dpt_features": 64,
    "dpt_channels": [
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      192,
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    ],
    "wt_kernel_size": 5,
    "wt_levels": 2,
    "wt_type": "db1",
    "backbone": {
      "model_type": "dinov3_vit",
      "architectures": [
        "DINOv3ViTModel"
      ],
      "attention_dropout": 0.0,
      "drop_path_rate": 0.0,
      "hidden_act": "gelu",
      "hidden_size": 384,
      "image_size": 224,
      "initializer_range": 0.02,
      "intermediate_size": 1536,
      "key_bias": false,
      "layer_norm_eps": 1e-05,
      "layerscale_value": 1.0,
      "mlp_bias": true,
      "num_attention_heads": 6,
      "num_channels": 3,
      "num_hidden_layers": 12,
      "num_register_tokens": 4,
      "patch_size": 16,
      "pos_embed_jitter": null,
      "pos_embed_rescale": 2.0,
      "pos_embed_shift": null,
      "proj_bias": true,
      "query_bias": true,
      "rope_theta": 100.0,
      "use_gated_mlp": false,
      "value_bias": true
    }
  },
  "checkpoint": {
    "filename": "model.safetensors",
    "size_bytes": 96875968,
    "sha256": "2322f48bf36f0fdf77f090c5621c8d31aa6892b51000d40e42f7f43b23c29b98",
    "training_epoch": 51,
    "checkpoint_selection": "final_epoch",
    "training_splits": [
      "train",
      "val",
      "test"
    ],
    "training_sample_counts": {
      "train": 1028,
      "val": 221,
      "test": 216
    },
    "training_samples_total": 1465,
    "final_training_loss": 0.08957859227885158,
    "development_validation_foreground_iou_epoch_51": 0.5847087461680525,
    "development_validation_foreground_dice_epoch_51": 0.7379384351628312
  }
}