Computer Vision News - August 2020

8 For a reference of all the methods, feel free to look further in the documentation of fast.AI . For the month after the next, we are going to dive deeper into those transformations and compare how different packages are using transformation and augmentation techniques. It’s important to keep in mind, that not every package uses augmentation the same way (even if the function name sounds similar/same!). Read the documentation every time and ideally, create a small dataset to explore and observe those effects before going further with training. Here is a full list of all the supported functions from fast.AI for your reference! • brightness • contrast • crop • crop_pad • dihedral • dihedral_affine • flip_lr • flip_affine • jitter • pad Convenience function: • rand_crop • rand_pad • rand_zoom Till ne xt month, enjoy and keep experimenting! Don’t forget to wear a mask so you can protect yourself and others. Watch this cool video by Jeremy Howard, the founding researcher at Fast.AI: • perspective_warp • resize • rotate • rgb_randomize • skew • squish • symmetric_warp • tilt • zoom • cutout Deep Learning Tool