**Conservative color jitter:** Color information (redness, pigmentation) is diagnostically important, so hue shifts are kept small. - **Rotation up to 90 degrees:** Dermoscopic images can be captured at any orientation. - **Random erasing:** Simulates partial occlusion by hair, bubbles, or artifacts