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mujammil131
/
eyeDiseasDdetectionModel

Image Classification
Transformers
PyTorch
convnext
Inference Endpoints
Model card Files Community
eyeDiseasDdetectionModel
File size: 1,091 Bytes 
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{
  "_name_or_path": "facebook/convnext-base-224-22k",
  "architectures": [
    "ConvNextForImageClassification"
  ],
  "depths": [
    3,
    3,
    27,
    3
  ],
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_sizes": [
    128,
    256,
    512,
    1024
  ],
  "id2label": {
    "0": "AMD",
    "1": "Cataract",
    "2": "Diabetes",
    "3": "Glaucoma",
    "4": "Hypertension",
    "5": "Myopia",
    "6": "Normal",
    "7": "Other"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "AMD": 0,
    "Cataract": 1,
    "Diabetes": 2,
    "Glaucoma": 3,
    "Hypertension": 4,
    "Myopia": 5,
    "Normal": 6,
    "Other": 7
  },
  "layer_norm_eps": 1e-12,
  "layer_scale_init_value": 1e-06,
  "model_type": "convnext",
  "num_channels": 3,
  "num_stages": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "problem_type": "single_label_classification",
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.34.1"
}