Optimizing JPEG Quantization for Classification Networks

Zhijing Li, Christopher De Sa, Adrian Sampson

Deep learning for computer vision depends on lossy image compression: it reduces the storage required for training and test data and lowers transfer costs in deployment. Mainstream…