The objective of this project is to demonstrate the step-by-step implementation of a Convolutional Neural Network (CNN) from scratch to classify images of hand-written digits (0-9), using the MNIST ...

The official Faster R-CNN code (written in MATLAB) is available here.If your goal is to reproduce the results in our NIPS 2015 paper, please use the official code.. This repository contains a Python ...

In addition, the weight and bias data of the CNN model trained on the PC will also be automatically converted and stored in the configuration file. We validated the proposed method by automatically ...

Considerations like image dimensions and learning rates are taken into account while designing the CNN architecture to be compatible with the PYNQ FPGA. The design is experimentally evaluated in ...