Binary Neural Networks as a general-propose compute paradigm for on-device computer vision

Guhong Nie, Lirui Xiao, Menglong Zhu +6

For binary neural networks (BNNs) to become the mainstream on-device computer vision algorithm, they must achieve a superior speed-vs-accuracy tradeoff than 8-bit quantization and…