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swin-v2-base-remote-sensing-quality

Image Classification
Transformers
PyTorch
Chinese
swinv2
Model card Files Community
1
swin-v2-base-remote-sensing-quality
File size: 1,426 Bytes 
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{
  "_name_or_path": "microsoft/swinv2-base-patch4-window12-192-22k",
  "architectures": [
    "Swinv2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    18,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 128,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 1024,
  "id2label": {
    "0": "\u4e91",
    "1": "\u9634\u5f71",
    "2": "\u62c9\u82b1",
    "3": "\u6a21\u7cca",
    "4": "\u5149\u8c31\u6ea2\u51fa",
    "5": "\u626d\u66f2",
    "6": "\u62fc\u63a5\u75d5\u8ff9",
    "7": "\u62fc\u63a5\u9519\u8bef",
    "8": "\u6761\u72b6\u566a\u58f0"
  },
  "image_size": 192,
  "initializer_range": 0.02,
  "label2id": {
    "\u4e91": 0,
    "\u5149\u8c31\u6ea2\u51fa": 4,
    "\u626d\u66f2": 5,
    "\u62c9\u82b1": 2,
    "\u62fc\u63a5\u75d5\u8ff9": 6,
    "\u62fc\u63a5\u9519\u8bef": 7,
    "\u6761\u72b6\u566a\u58f0": 8,
    "\u6a21\u7cca": 3,
    "\u9634\u5f71": 1
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swinv2",
  "num_channels": 3,
  "num_heads": [
    4,
    8,
    16,
    32
  ],
  "num_layers": 4,
  "patch_size": 4,
  "path_norm": true,
  "pretrained_window_sizes": [
    0,
    0,
    0,
    0
  ],
  "problem_type": "multi_label_classification",
  "qkv_bias": true,
  "torch_dtype": "float32",
  "transformers_version": "4.28.1",
  "use_absolute_embeddings": false,
  "window_size": 12
}