Convolutional Neural Network Part Two: Building a CNN for Computer Vision скачать в хорошем качестве

Convolutional Neural Network Part Two: Building a CNN for Computer Vision

This episode is Part 2 of 2 of our exploration into the CIFAR-10 image dataset made available by the University of Toronto. In my last video on this topic, we explored how to download and explore the contents of the dataset in Python, so that we have an understanding of the images that we will be using for computer vision training and testing. In this episode, we're going to continue our script, build a convolutional neural network model in Python using Tensorflow/Keras, and then try to train our model on the image dataset to see if we can get any positive results. We'll use Keras, Tensorflow, Conv2D, MaxPooling2D, and many other features in order to accomplish our task. This will prepare us with a foundational model that we can configure for accuracy. We'll also monitor our CUDA/cudnn installation as it facilitates our GPU to take over processing from our CPU, saving hours of time in processing. Related Videos: Building a Database Application with ChatGPT    • Building a Database Application with ChatGPT   Convolutional Neural Network Part One: Preparing the CIFAR10 Dataset    • Convolutional Neural Network Part One: Pre...   Convolutional Neural Network Part Two: Building a CNN for Computer Vision You are watching this one now! Wildfire Time Lapse with Artificial Intelligence Prediction    • Wildfire Time Lapse with Artificial Intell...   Modify a Simple Machine Learning Script for Use with Your Data    • Modify a Simple Machine Learning Script fo...   How to Use Python to Build an Artificial Neural Network for Classification    • How to Use Python to Build an Artificial N...   Join me on Patreon!   / mackenziedataengineering   Demo of my BZ RDP Cloaker: https://www.patreon.com/posts/how-to-... Want the code from this video? http://mackenziemackenzie.com/downloads Interested in transforming your career or finding your next gig? https://system.billzone.com/careers.html Want my team to do a project for you? Let's get to it! https://buy.billzone.com/smdeprojects... Contact form you can find at http://www.mackenziemackenzie.com/ Follow me on social media:   / mackenziedataanalytics     / seamacke     / seamacke     / seamacke     / psmackenzie   Get Microsoft Office including Access: https://click.linksynergy.com/fs-bin/... Got a YouTube Channel? I use TubeBuddy, it is awesome. Give it a try: https://www.tubebuddy.com/seanmackenz... #python #datascience #dataengineering