commit files to HF hub
Browse files- .gitattributes +3 -0
- README.md +42 -0
- config.json +34 -0
- images/Potato___Early_blight.jpg +3 -0
- images/Potato___Late_blight.jpg +3 -0
- images/Potato___healthy.jpg +3 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- runs/events.out.tfevents.1727279802.06b2d8bcbb39.228.0 +3 -0
.gitattributes
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@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images/Potato___Early_blight.jpg filter=lfs diff=lfs merge=lfs -text
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images/Potato___Late_blight.jpg filter=lfs diff=lfs merge=lfs -text
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images/Potato___healthy.jpg filter=lfs diff=lfs merge=lfs -text
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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: potatoDiseaseClassifier
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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: 0.9968944191932678
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---
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# potatoDiseaseClassifier
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Autogenerated by HuggingPics🤗🖼️
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This model is designed for classifying [YOUR TASK] images. It was fine-tuned using PyTorch Lightning and Hugging Face transformers.
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## Example Images
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#### Potato___Early_blight
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![Potato___Early_blight](images/Potato___Early_blight.jpg)
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#### Potato___Late_blight
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![Potato___Late_blight](images/Potato___Late_blight.jpg)
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#### Potato___healthy
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![Potato___healthy](images/Potato___healthy.jpg)
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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": "Potato___Early_blight",
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"1": "Potato___Late_blight",
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"2": "Potato___healthy"
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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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"Potato___Early_blight": "0",
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"Potato___Late_blight": "1",
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"Potato___healthy": "2"
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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": "4.44.2"
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}
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images/Potato___Early_blight.jpg
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Git LFS Details
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images/Potato___Late_blight.jpg
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Git LFS Details
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images/Potato___healthy.jpg
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Git LFS Details
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b03ca9a608a36b670ddf0d945403c73ff4bd48d88580c3feaff66dd04d749e7d
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size 343227052
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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.1727279802.06b2d8bcbb39.228.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:1cc34b7a6cd579ef9d6aa98674f5b29a5839b0fbf978d9304d9818895d9ef065
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size 2611
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