Hi, in terms of increasing the size of your data, one common way is "Data augmentation."
You can try to do the following to your existing images
- Flip: flip your images horizontally or vertically
- Rotation: rotate your images by any degrees you want
- Scale: enlarge ro shrink you images
Of course, there are much more ways to do this and you can try to google "Data augmentation."
