commit files to HF hub

README.md

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+
+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: deficiency-classifier
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.3888888955116272
+---
+
+# deficiency-classifier
+
+
+Autogenerated by a tweeked version HuggingPics🤗🖼️
+
+

config.json

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+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Calcium Deficiency",
+    "1": "Copper Deficiency",
+    "10": "Underwatering",
+    "11": "Zinc Deficiency",
+    "2": "Iron Deficiency (Chlorosis)",
+    "3": "Magnesium Deficiency",
+    "4": "Manganese Deficiency",
+    "5": "Nitrogen Deficiency",
+    "6": "Overwatering",
+    "7": "Phosphorus Deficiency",
+    "8": "Potassium Deficiency",
+    "9": "Sulfur Deficiency"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Calcium Deficiency": "0",
+    "Copper Deficiency": "1",
+    "Iron Deficiency (Chlorosis)": "2",
+    "Magnesium Deficiency": "3",
+    "Manganese Deficiency": "4",
+    "Nitrogen Deficiency": "5",
+    "Overwatering": "6",
+    "Phosphorus Deficiency": "7",
+    "Potassium Deficiency": "8",
+    "Sulfur Deficiency": "9",
+    "Underwatering": "10",
+    "Zinc Deficiency": "11"
+  },
+  "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": "4.35.2"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f2ac54dbe0a5dbe4fb42829ca3f72750e8f849f20693dc2ce01a2f90c426b6a2
+size 343254736

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTFeatureExtractor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

runs/events.out.tfevents.1702685782.259ebc9f6552.1085.0

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+size 2332