Table 1 Overview of the Combined Crop Disease Dataset

4

1. Bacterial spot rot

2. Black Rot

3. Downy Mildew

4. Healthy

4

5. Cercospora leaf spot(Gray leaf spot)

6. Common rust

7. Healthy

8. Northern Leaf Blight

7

9. Healthy Leaf

10. Insect Pest Disease

11. Leaf Spot Disease

12. Mosaic Virus Disease

13. Small Leaf Disease

14. White Mold Disease

15. Wilt Disease

3

16. Early blight

17. Healthy

18. Late blight

4

19. Bacterial leaf blight

20. Brown spot

21. Healthy

22. Leaf smut

10

23. Bacterial spot

24. Early blight

25. Healthy

26. Late blight

27. Leaf Mold

28. mosaic virus

29. Septoria leaf spot

30. Spider mites Two-spotted spider mite

31. Target Spot

32. Yellow Leaf Curl Virus

3

33. Brown Rust

34. Healthy

35. Yellow Rust