Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database
Network Conv2D->Tanh Activation->AvgPool->Conv2D->Tanh Activation->AvgPool->Conv2D->Tanh Activation->Fully Connected Layer->Relu->Fully Connected Layer->Softmax
Further information regarding architecture and number of LUTS can be found in the Hardware Documentation