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cdl_maskformer_v1

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cdl_maskformer_v1
File size: 1,609 Bytes 
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{
  "_name_or_path": "gdurkin/cdl_maskformer_v1",
  "architectures": [
    "MaskFormerForInstanceSegmentation"
  ],
  "backbone_config": {
    "depths": [
      2,
      2,
      18,
      2
    ],
    "drop_path_rate": 0.3,
    "embed_dim": 128,
    "hidden_size": 1024,
    "image_size": 384,
    "in_channels": 3,
    "model_type": "swin",
    "num_heads": [
      4,
      8,
      16,
      32
    ],
    "out_features": [
      "stage4"
    ],
    "out_indices": [
      4
    ],
    "path_norm": true,
    "pretrain_img_size": 384,
    "window_size": 12
  },
  "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": "background",
    "1": "water",
    "2": "developed",
    "3": "corn",
    "4": "soybeans",
    "5": "wheat",
    "6": "other agriculture",
    "7": "forest/wetlands",
    "8": "open lands",
    "9": "barren"
  },
  "init_std": 0.02,
  "init_xavier_std": 1.0,
  "label2id": {
    "background": 0,
    "barren": 9,
    "corn": 3,
    "developed": 2,
    "forest/wetlands": 7,
    "open lands": 8,
    "other agriculture": 6,
    "soybeans": 4,
    "water": 1,
    "wheat": 5
  },
  "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": "4.37.0.dev0",
  "use_auxiliary_loss": false
}