commit files to HF hub
Browse files- README.md +27 -0
- config.json +68 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- runs/events.out.tfevents.1702679657.cbefff3dfe26.196.0 +3 -0
README.md
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---
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tags:
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- image-classification
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- pytorch
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- huggingpics
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metrics:
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- accuracy
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model-index:
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- name: fruit-disease-classifier
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results:
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- task:
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name: Image Classification
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type: image-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.6404494643211365
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---
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# fruit-disease-classifier
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Autogenerated by a tweeked version HuggingPics🤗🖼️
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "Anthracnose Fruit Rot",
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"1": "Apple Scab",
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"10": "Grape Anthracnose",
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"11": "Grape Downy Mildew",
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"12": "Late Blight",
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"13": "Melon Powdery Mildew",
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"14": "Peach Leaf Curl",
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"15": "Pear Scab",
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"16": "Plum Pox Virus",
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"17": "Strawberry Leaf Spot",
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"18": "Tomato Mosaic Virus",
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"19": "Tomato Yellow Leaf Curl Virus",
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"2": "Blossom End Rot",
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"3": "Blueberry Rust",
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"4": "Brown Rot",
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"5": "Cherry Brown Rot",
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"6": "Citrus Canker",
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"7": "Citrus Scab",
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"8": "Fire Blight",
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"9": "Fusarium Wilt"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Anthracnose Fruit Rot": "0",
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"Apple Scab": "1",
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"Blossom End Rot": "2",
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"Blueberry Rust": "3",
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"Brown Rot": "4",
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"Cherry Brown Rot": "5",
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"Citrus Canker": "6",
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"Citrus Scab": "7",
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"Fire Blight": "8",
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"Fusarium Wilt": "9",
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"Grape Anthracnose": "10",
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"Grape Downy Mildew": "11",
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"Late Blight": "12",
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"Melon Powdery Mildew": "13",
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"Peach Leaf Curl": "14",
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"Pear Scab": "15",
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"Plum Pox Virus": "16",
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"Strawberry Leaf Spot": "17",
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"Tomato Mosaic Virus": "18",
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"Tomato Yellow Leaf Curl Virus": "19"
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d8e526d279d323a7ba6f2d3426b3e242677ffd725b1a78f4a09f43f3601f6137
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size 343279344
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTFeatureExtractor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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runs/events.out.tfevents.1702679657.cbefff3dfe26.196.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:075f6963b7f108e8b8db54afc28d72af45dee238bc60650d3f6b4d66c2861cd4
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size 3262
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