deep learning

AI, Artificial Intelligence, computervision, Convolutional Neural Networks, datascience, deep learning, deeptech, embeddedvision, Neural Networks

14 September 2020

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 28×28 greyscale image style used by the MNIST dataset released in 1999. As we noted in our previous article though, this dataset is very limiting and when trying to apply […]

AI, Artificial Intelligence, computervision, Convolutional Neural Networks, deep learning, deeptech, embeddedvision, fpga, Keras, machine learning, TensorFlow, tutorial, vitis, Vitis AI, xilinx

10 July 2020

Vitis AI using Tensorflow and Keras Tutorial part 4

Part 4: Training the neural network Welcome to Part 4 of our tutorial where we will be focused on training the neural network we built in the previous section Introduction Getting Started Transforming Kaggle Data and Convolutional Neural Networks (CNNs) Training our Neural Network (Current) Optimising our neural network Converting and Freezing our CNN Quanitising […]

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 from the Kaggle set and building our Convolutional Neural Network. Introduction Getting Started Transforming Kaggle Data and Convolutional Neural Networks (CNNs) (Current) Training the neural […]

Sign Language Recognition: Hand Object detection using R-CNN and YOLO

Vitis AI using Tensorflow and Keras Tutorial part 4

Vitis AI using TensorFlow and Keras Tutorial Part 3

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