I want to develop a model for detection of disease looking at plant leaves and stem.
I am not sure if it is classification problem or object detection problem. I tried classification but it fails in the real life. Some issues that need to be addressed are:
- The disease spots are very small compared to entire image size.
- Shape of disease spots is irregular and the patterns are based on color spots and color gradient.
- Background of leaf can sometime look like a disease spot.
Can anyone suggest the approach for this, i would be very grateful. Thanks