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matthieulel
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swinv2-tiny-patch4-window16-256-finetuned-galaxy10-decals

Image Classification
Transformers
Safetensors
swinv2
vision
Generated from Trainer
Inference Endpoints
Model card Files Community
swinv2-tiny-patch4-window16-256-finetuned-galaxy10-decals
File size: 1,811 Bytes 
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{
  "_name_or_path": "microsoft/swinv2-tiny-patch4-window16-256",
  "architectures": [
    "Swinv2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    6,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 96,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "Disturbed Galaxies",
    "1": "Merging Galaxies",
    "2": "Round Smooth Galaxies",
    "3": "In-between Round Smooth Galaxies",
    "4": "Cigar Shaped Smooth Galaxies",
    "5": "Barred Spiral Galaxies",
    "6": "Unbarred Tight Spiral Galaxies",
    "7": "Unbarred Loose Spiral Galaxies",
    "8": "Edge-on Galaxies without Bulge",
    "9": "Edge-on Galaxies with Bulge"
  },
  "image_size": 256,
  "initializer_range": 0.02,
  "label2id": {
    "Barred Spiral Galaxies": 5,
    "Cigar Shaped Smooth Galaxies": 4,
    "Disturbed Galaxies": 0,
    "Edge-on Galaxies with Bulge": 9,
    "Edge-on Galaxies without Bulge": 8,
    "In-between Round Smooth Galaxies": 3,
    "Merging Galaxies": 1,
    "Round Smooth Galaxies": 2,
    "Unbarred Loose Spiral Galaxies": 7,
    "Unbarred Tight Spiral Galaxies": 6
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swinv2",
  "num_channels": 3,
  "num_heads": [
    3,
    6,
    12,
    24
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "path_norm": true,
  "pretrained_window_sizes": [
    0,
    0,
    0,
    0
  ],
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.37.2",
  "use_absolute_embeddings": false,
  "window_size": 16
}