Leaf Classification and Defect Detection

Annotab AI

[Blog]

This repository contains the Jupyter Notebook file for leaf classification and defect detection (leaf_classification_and_defect_detection.ipynb), along with the link for downloading the trained model checkpoint for leaf classification (leaf_classification_vgg19.h5).

License

The model is licensed under the MIT License

References

• [1] csafrit2. (2022). Plant Leaves for Image Classification. Kaggle. Community Data License Agreement - Sharing - Version 1.0. (https://www.kaggle.com/datasets/csafrit2/plant-leaves-for-image-classification)

• [2] K. Simonyan and A. Zisserman. Very Deep Convolutional Networks for Large-Scale Image Recognition. arXiv:1409.1556 [cs.CV], 2014.

• [3] Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, Ross Girshick. "Segment Anything." arXiv:2304.02643 [cs.CV], 2023