Image Classification
Keras
English
agriscan
agriculture
plant-disease
crop-classification
efficientnet
efficientnetb0
tensorflow
plantvillage
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
Download disease_confusion_matrix.csv from Vernard/AgriScan_EfficientNetB0_Two_Classifier_Training: direct link, hf CLI and curl.
- Browser
- Download file 1.54 kB
-
https://huggingface.co/Vernard/AgriScan_EfficientNetB0_Two_Classifier_Training/resolve/main/disease_confusion_matrix.csv
- Command line
-
hf download hf://Vernard/AgriScan_EfficientNetB0_Two_Classifier_Training/disease_confusion_matrix.csv
-
curl -L -o disease_confusion_matrix.csv https://huggingface.co/Vernard/AgriScan_EfficientNetB0_Two_Classifier_Training/resolve/main/disease_confusion_matrix.csv
1.54 kB
| ,Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot,Corn_(maize)___Common_rust_,Corn_(maize)___Northern_Leaf_Blight,Corn_(maize)___healthy,Potato___Early_blight,Potato___Late_blight,Potato___healthy,Tomato___Bacterial_spot,Tomato___Early_blight,Tomato___Late_blight,Tomato___Leaf_Mold,Tomato___Septoria_leaf_spot,Tomato___Spider_mites Two-spotted_spider_mite,Tomato___Target_Spot,Tomato___Tomato_Yellow_Leaf_Curl_Virus,Tomato___Tomato_mosaic_virus,Tomato___healthy | |
| Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot,96,0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0 | |
| Corn_(maize)___Common_rust_,0,216,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0 | |
| Corn_(maize)___Northern_Leaf_Blight,9,0,208,1,0,0,0,0,0,2,0,0,0,0,0,0,0 | |
| Corn_(maize)___healthy,0,0,0,250,0,0,0,0,0,0,0,0,0,0,0,0,0 | |
| Potato___Early_blight,0,0,0,0,164,0,0,0,0,0,0,0,0,0,0,0,0 | |
| Potato___Late_blight,0,0,0,0,0,205,1,0,0,6,0,0,0,0,0,0,0 | |
| Potato___healthy,0,0,0,0,0,0,32,0,0,0,0,0,0,0,0,0,0 | |
| Tomato___Bacterial_spot,0,0,0,0,0,0,0,429,2,0,0,2,0,2,1,0,0 | |
| Tomato___Early_blight,0,0,0,0,0,2,0,3,186,7,0,3,2,10,0,1,1 | |
| Tomato___Late_blight,0,0,0,0,0,3,0,0,1,369,0,1,0,0,1,0,0 | |
| Tomato___Leaf_Mold,0,0,0,0,0,0,0,0,1,2,166,2,1,0,0,0,0 | |
| Tomato___Septoria_leaf_spot,0,0,0,0,2,0,0,0,3,4,0,325,0,1,0,1,1 | |
| Tomato___Spider_mites Two-spotted_spider_mite,0,0,0,0,0,0,0,0,0,0,0,0,317,3,0,0,0 | |
| Tomato___Target_Spot,0,0,0,0,0,0,0,0,0,0,0,2,7,279,0,0,0 | |
| Tomato___Tomato_Yellow_Leaf_Curl_Virus,0,0,0,0,0,0,0,4,1,1,0,0,9,0,1085,0,0 | |
| Tomato___Tomato_mosaic_virus,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,64,0 | |
| Tomato___healthy,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,329 | |