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land-type-classification-pro

Image Classification
Transformers
Safetensors
swin
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land-type-classification-pro
File size: 1,328 Bytes 
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{
  "architectures": [
    "SwinForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    6,
    2
  ],
  "drop_path_rate": 0.1,
  "dtype": "float32",
  "embed_dim": 96,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "AnnualCrop",
    "1": "Forest",
    "2": "HerbaceousVegetation",
    "3": "Highway",
    "4": "Industrial",
    "5": "Pasture",
    "6": "PermanentCrop",
    "7": "Residential",
    "8": "River",
    "9": "SeaLake"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "AnnualCrop": "0",
    "Forest": "1",
    "HerbaceousVegetation": "2",
    "Highway": "3",
    "Industrial": "4",
    "Pasture": "5",
    "PermanentCrop": "6",
    "Residential": "7",
    "River": "8",
    "SeaLake": "9"
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swin",
  "num_channels": 3,
  "num_heads": [
    3,
    6,
    12,
    24
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "path_norm": true,
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "transformers_version": "4.57.1",
  "use_absolute_embeddings": false,
  "window_size": 7
}