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maskformer-large-ade-finetuned-coastTrain

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maskformer-large-ade-finetuned-coastTrain
File size: 1,734 Bytes 
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{
  "_name_or_path": "/kaggle/working/saved_model_epoch14",
  "architectures": [
    "MaskFormerForInstanceSegmentation"
  ],
  "backbone": null,
  "backbone_config": {
    "depths": [
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    ],
    "drop_path_rate": 0.3,
    "embed_dim": 192,
    "encoder_stride": 32,
    "hidden_size": 1536,
    "image_size": 384,
    "in_channels": 3,
    "model_type": "maskformer-swin",
    "num_heads": [
      6,
      12,
      24,
      48
    ],
    "out_features": [
      "stage1",
      "stage2",
      "stage3",
      "stage4"
    ],
    "out_indices": [
      1,
      2,
      3,
      4
    ],
    "path_norm": true,
    "pretrain_img_size": 384,
    "window_size": 12
  },
  "backbone_kwargs": null,
  "ce_weight": 1.0,
  "cross_entropy_weight": 1.0,
  "decoder_config": {
    "max_position_embeddings": 1024,
    "model_type": "detr",
    "scale_embedding": false
  },
  "dice_weight": 1.0,
  "fpn_feature_size": 256,
  "id2label": {
    "0": "water",
    "1": "whitewater",
    "2": "sediment",
    "3": "other_natural_terrain",
    "4": "vegetation",
    "5": "development",
    "6": "unknown"
  },
  "init_std": 0.02,
  "init_xavier_std": 1.0,
  "label2id": {
    "development": 5,
    "other_natural_terrain": 3,
    "sediment": 2,
    "unknown": 6,
    "vegetation": 4,
    "water": 0,
    "whitewater": 1
  },
  "mask_feature_size": 256,
  "mask_weight": 20.0,
  "model_type": "maskformer",
  "no_object_weight": 0.1,
  "num_attention_heads": 8,
  "num_hidden_layers": 6,
  "num_queries": 100,
  "output_auxiliary_logits": null,
  "torch_dtype": "float32",
  "transformers_version": "4.38.1",
  "use_auxiliary_loss": false,
  "use_pretrained_backbone": false,
  "use_timm_backbone": false
}