Plants and its disease Category:

1. Apple
   • Scab -- 1000 img for classification -- 50 img for detection
   • Black Rot -- 1000 img for classification -- 50 img for detection
   • Healthy -- 500 img for classification -- 50 img for detection
2. Potato
   • Early Blight -- 1000 img for classification -- 50 img for detection
   • Late Blight -- 750 img for classification -- 50 img for detection
   • Healthy -- 500 img for classification -- 50 img for detection
3. Grapes
   • Black Rot -- 700 img for classification
   • Leaf Blight -- 700 img for classification
   • Healthy -- 500 img for classification
4. Corn
   • Common Rust -- 700 img for classification -- 50 img for detection
   • Cercospora Leaf Spot Gray leaf Spot -- 700 img for classification -- 50 img for detection
   • Healthy -- 500 img for classification -- 50 img for detection
5. Without leafs -- 500 img for classification

Augmentation

1. Blur (2px)
2. Gray Scale

Train-Test_Valid data split

1. Train - 13212 imgs
2. Valid - 1889 imgs
3. Test - 945 imgs

Model used for classification

• ImageNet - used
• AlexNet - Future Work
• GoogleNet - Future Work