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checkpoint-540/config.json

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+{
+  "_name_or_path": "dima806/headgear_image_detection",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
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+  "hidden_size": 768,
+  "id2label": {
+    "0": "BERET",
+    "1": "FEDORA",
+    "2": "SOMBERO",
+    "3": "HARD HAT",
+    "4": "FEZ",
+    "5": "ZUCCHETTO",
+    "6": "TOP HAT",
+    "7": "DEERSTALKER",
+    "8": "ASCOT CAP",
+    "9": "PORK PIE",
+    "10": "MILITARY HELMET",
+    "11": "BICORNE",
+    "12": "FOOTBALL HELMET",
+    "13": "MOTARBOARD",
+    "14": "BOATER",
+    "15": "PITH HELMET",
+    "16": "SOUTHWESTER",
+    "17": "BOWLER",
+    "18": "GARRISON CAP",
+    "19": "BASEBALL CAP"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "ASCOT CAP": 8,
+    "BASEBALL CAP": 19,
+    "BERET": 0,
+    "BICORNE": 11,
+    "BOATER": 14,
+    "BOWLER": 17,
+    "DEERSTALKER": 7,
+    "FEDORA": 1,
+    "FEZ": 4,
+    "FOOTBALL HELMET": 12,
+    "GARRISON CAP": 18,
+    "HARD HAT": 3,
+    "MILITARY HELMET": 10,
+    "MOTARBOARD": 13,
+    "PITH HELMET": 15,
+    "PORK PIE": 9,
+    "SOMBERO": 2,
+    "SOUTHWESTER": 16,
+    "TOP HAT": 6,
+    "ZUCCHETTO": 5
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.39.2"
+}

checkpoint-540/model.safetensors

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checkpoint-540/optimizer.pt

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checkpoint-540/preprocessor_config.json

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+{
+  "_valid_processor_keys": [
+    "images",
+    "do_resize",
+    "size",
+    "resample",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "image_mean",
+    "image_std",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
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+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+    0.5,
+    0.5
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+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
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+    0.5,
+    0.5
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+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
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+    "width": 224
+  }
+}

checkpoint-540/rng_state.pth

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checkpoint-540/scheduler.pt

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checkpoint-540/trainer_state.json

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+{
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+  "best_model_checkpoint": "headgear_image_detection/checkpoint-540",
+  "epoch": 5.0,
+  "eval_steps": 500,
+  "global_step": 540,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
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+  "logging_steps": 500,
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+  "trial_params": null
+}

checkpoint-540/training_args.bin

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config.json

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 {
-  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "_name_or_path": "dima806/headgear_image_detection",
   "architectures": [
     "ViTForImageClassification"
   ],
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   "problem_type": "single_label_classification",
   "qkv_bias": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.34.0"
+  "transformers_version": "4.39.2"
 }

model.safetensors

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preprocessor_config.json

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 {
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+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "image_mean",
+    "image_std",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
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   "do_normalize": true,
   "do_rescale": true,
   "do_resize": true,

training_args.bin

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