Sign Language Recognition: Hand Object detection using R-CNN and YOLO
For our introduction to neural networks on FPGAs, we used a variation on the MNIST dataset made for sign language recognition. It keeps the same 28x28 greyscale image style used…
Improving Convolutional Neural Networks: The weaknesses of the MNIST based datasets and tips for improving poor datasets
Introduction In our previous tutorial series, we looked at sign language recognition using the sign language MNIST dataset based off the original 1999 MNIST dataset, which is considered the “Hello…
Vitis AI using TensorFlow and Keras Tutorial Part 3
Part 3: Extracting Kaggle data and building the Convolutional Neural Network (CNN) Welcome to Part 3 of our tutorial where we will be focused on how to extract our data…
What is Computer Vision and why are Neural Networks important?
In a nutshell, computer vision is the ability for computers to understand the world around them using visual data. In many ways, we take for granted just how complex computer…