Table 2.

Data enhancement algorithm.

Require: Image enhancement
1: Loading image list from file
2: Loading bounding box in all files
3: For image, bounding box in all files
4: For num in number of enhancements
5: Add noise, change lights, cut out, rotate, translation, mirror in random rates
6: Save new image and bounding box