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image_classification_tdj_fashion-mnist

Image Classification
Transformers
PyTorch
beit
Inference Endpoints
Model card Files Community
2
image_classification_tdj_fashion-mnist
File size: 1,561 Bytes 
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{
  "_name_or_path": "microsoft/beit-base-patch16-224-pt22k-ft22k",
  "architectures": [
    "BeitForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "auxiliary_channels": 256,
  "auxiliary_concat_input": false,
  "auxiliary_loss_weight": 0.4,
  "auxiliary_num_convs": 1,
  "drop_path_rate": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "T - shirt / top",
    "1": "Trouser",
    "2": "Pullover",
    "3": "Dress",
    "4": "Coat",
    "5": "Sandal",
    "6": "Shirt",
    "7": "Sneaker",
    "8": "Bag",
    "9": "Ankle boot"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Ankle boot": 9,
    "Bag": 8,
    "Coat": 4,
    "Dress": 3,
    "Pullover": 2,
    "Sandal": 5,
    "Shirt": 6,
    "Sneaker": 7,
    "T - shirt / top": 0,
    "Trouser": 1
  },
  "layer_norm_eps": 1e-12,
  "layer_scale_init_value": 0.1,
  "model_type": "beit",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "out_indices": [
    3,
    5,
    7,
    11
  ],
  "patch_size": 16,
  "pool_scales": [
    1,
    2,
    3,
    6
  ],
  "problem_type": "single_label_classification",
  "semantic_loss_ignore_index": 255,
  "torch_dtype": "float32",
  "transformers_version": "4.25.1",
  "use_absolute_position_embeddings": false,
  "use_auxiliary_head": true,
  "use_mask_token": false,
  "use_mean_pooling": true,
  "use_relative_position_bias": true,
  "use_shared_relative_position_bias": false,
  "vocab_size": 8192
}