14 Sep
Sign Language Recognition: Hand Object detection u...
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 28×28 greyscale image style used by the MNIST dataset released in 1999. As we noted
27 Aug
Improving Convolutional Neural Networks: The weakn...
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 World” of machine learning. We did this because we wanted
02 Jul
Vitis AI using TensorFlow and Keras Tutorial Part ...
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 from the Kaggle set and building our Convolutional Neural Network.
07 Jun
What is Computer Vision and why are Neural Network...
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 vision is because our primary sense as humans is sight.
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