To create these types of an FPGA implementation, we compress the 2nd CNN by implementing dynamic quantization tactics. In place of good-tuning an already qualified network, this step includes retraining the CNN from scratch with constrained bitwidths for the weights and activations. This course of action is termed quantization-aware education https://edmundy790rgx2.magicianwiki.com/user