Should you compress your image dataset? No.
Should you compress your image dataset? No. With new image formats such as AVIF (based on AV1), is it worth compressing your images for neural network training to save on disk space? Short answer is no. AVIF is gaining support across many different softwares and libraries, offering significant disk space savings compared to JPEG (see below). At the same time, image datasets are getting larger and…