Vitis AI using Tensorflow and Keras Tutorial Part 8
Part 8: Compiling our CNN We now have our complete model and must make it ready to be run on the FPGA. To do this, we must compile our model…
Vitis AI using Tensorflow and Keras Tutorial Part 7
Part 7: Quantising our graph In our previous tutorial we produced our frozen model so now we can optimise it to make it run on our FPGA hardware efficiently, which…
Vitis AI using Tensorflow and Keras Tutorial part 6
Part 6: Converting and Freezing our CNN Now we have built a more optimal CNN by handling both under-fitting and over-fitting, we can begin the process of deploying our model…
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…
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…
Vitis AI using TensorFlow and Keras Tutorial Part 1
Part 1: Introduction An updated version of this tutorial that utilities Tensorflow 2 and Vitis AI 1.4 can be found here. This the first part in our multi-part tutorial on…