plantdoc

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Group12ITP / plant-disease-dl-comparison

Comparative analysis of Custom CNN, ResNet50, MobileNetV2, and EfficientNetB0 for multi-class plant disease detection using PlantVillage and PlantDoc. Evaluating accuracy, efficiency, and generalization from controlled to field images.

deep-learning tensorflow keras cnn image-classification plant-disease plantvillage resnet-50 mobilenetv2 plantdoc efficent-net

Updated Sep 29, 2026
Jupyter Notebook

MarkoAMalak / ADDC-pytorch

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PyTorch pipeline for apple leaf disease segmentation, classification and severity estimation on PlantVillage and PlantDoc.

computer-vision deep-learning pytorch image-classification unet semantic-segmentation plant-disease plantvillage deeplabv3plus plantdoc

Updated Oct 3, 2026
Jupyter Notebook

yumiian / tdm

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ML & DL Models Comparison on PlantVillage & PlantDoc datasets.

machine-learning deep-learning random-forest svm naive-bayes cnn xgboost logistic-regression convolutional-neural-networks mlp adaboost decision-trees support-vector-machines knn plantvillage-dataset plantdoc

Updated Aug 20, 2025
Jupyter Notebook

fishman7337 / leaf-object-detection

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Single-class YOLO leaf-detection pipeline with a recorded 57,164-image/63,225-box preparation run, ONNX export, browser demo, and 12 tests.

computer-vision kaggle colab yolo object-detection onnx tensorflowjs ultralytics leaf-detection plantdoc

Updated Aug 12, 2026
Python

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