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Vernard
/
AgriScan_EfficientNetB0_Two_Classifier_Training

Image Classification
Keras
English
agriscan
agriculture
plant-disease
crop-classification
efficientnet
efficientnetb0
tensorflow
plantvillage
Model card Files Files and versions
xet
Community

Instructions to use Vernard/AgriScan_EfficientNetB0_Two_Classifier_Training with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Keras

    How to use Vernard/AgriScan_EfficientNetB0_Two_Classifier_Training with Keras:

    # !pip install -U keras tensorflow huggingface_hub
    # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here;
    # "jax" and "torch" also work for computation once TensorFlow is installed.
    import os
    os.environ["KERAS_BACKEND"] = "tensorflow"
    
    import keras
    
    model = keras.saving.load_model("hf://Vernard/AgriScan_EfficientNetB0_Two_Classifier_Training")
    
  • Notebooks
  • Google Colab
  • Kaggle
AgriScan_EfficientNetB0_Two_Classifier_Training
83.3 MB
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  • 1 contributor
History: 6 commits
Vernard's picture
Vernard
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  • .gitattributes
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  • README.md
    5.47 kB
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  • agriscan_efficientnet_crop.keras
    41.6 MB
    xet
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  • agriscan_efficientnet_disease.keras
    41.8 MB
    xet
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  • class_names.json
    551 Bytes
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  • crop_classification_report.csv
    423 Bytes
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  • crop_confusion_matrix.csv
    66 Bytes
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  • crop_names.json
    37 Bytes
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  • disease_classification_report.csv
    1.71 kB
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  • disease_confusion_matrix.csv
    1.54 kB
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  • evaluation_metrics.json
    983 Bytes
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