To build this kind of an FPGA implementation, we compress the 2nd CNN by applying dynamic quantization techniques. As an alternative to high-quality-tuning an already experienced network, this step requires retraining the CNN from scratch with constrained bitwidths with the weights and activations. This process known as quantization-knowledgeable i… Read More