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checkpoint-85/config.json

@@ -0,0 +1,58 @@
+{
+  "_name_or_path": "dima806/farm_insects_image_detection",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Fall Armyworms",
+    "1": "Western Corn Rootworms",
+    "2": "Colorado Potato Beetles",
+    "3": "Thrips",
+    "4": "Corn Earworms",
+    "5": "Cabbage Loopers",
+    "6": "Armyworms",
+    "7": "Brown Marmorated Stink Bugs",
+    "8": "Tomato Hornworms",
+    "9": "Citrus Canker",
+    "10": "Aphids",
+    "11": "Corn Borers",
+    "12": "Fruit Flies",
+    "13": "Africanized Honey Bees (Killer Bees)",
+    "14": "Spider Mites"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Africanized Honey Bees (Killer Bees)": 13,
+    "Aphids": 10,
+    "Armyworms": 6,
+    "Brown Marmorated Stink Bugs": 7,
+    "Cabbage Loopers": 5,
+    "Citrus Canker": 9,
+    "Colorado Potato Beetles": 2,
+    "Corn Borers": 11,
+    "Corn Earworms": 4,
+    "Fall Armyworms": 0,
+    "Fruit Flies": 12,
+    "Spider Mites": 14,
+    "Thrips": 3,
+    "Tomato Hornworms": 8,
+    "Western Corn Rootworms": 1
+  },
+  "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": "4.38.2"
+}

checkpoint-85/model.safetensors

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checkpoint-85/optimizer.pt

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checkpoint-85/preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
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+  "rescale_factor": 0.00392156862745098,
+  "size": {
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+    "width": 224
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+}

checkpoint-85/rng_state.pth

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checkpoint-85/scheduler.pt

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checkpoint-85/trainer_state.json

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+{
+  "best_metric": 1.1056499481201172,
+  "best_model_checkpoint": "farm_insects_image_detection/checkpoint-85",
+  "epoch": 5.0,
+  "eval_steps": 500,
+  "global_step": 85,
+  "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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+}

checkpoint-85/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/farm_insects_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": "4.38.2"
 }

model.safetensors

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training_args.bin

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