TensorFlow.js Object Detection Made Easy скачать в хорошем качестве

TensorFlow.js Object Detection Made Easy

TensorFlow.js Object Detection Made Easy In this video you're going to discover an easy way how to train a convolutional neural network for object detection and use the created TensorFlow.js machine learning model afterwards to detect Azure logos locally in your web browser. Here's what I cover: 00:00 | Intro 00:55 | Preview what I will build 01:35 | Create a Custom Vision project 03:01 | Upload & tag the images 05:41 | Train the model 06:30 | Evaluate / test the model 07:42 | Export & download the model 09:10 | A first look inside the web app 10:32 | Integrate the model with TensorFlow.js 15:45 | Check the results 16:12 | Performance Optimizations TensorFlow.JS is a great machine learning javascript-based framework to run your machine learning models locally in the web browser as well as on your server using node.js. But defining your model structure and training it, is way more complex than just using a trained model. Azure Custom Vision - one of the various Cognitive Services - offers you an easy way to avoid this hassle. If you wan't to have a look at the final code, please check out my GitHub repository: https://github.com/SaschaDittmann/tfj... The dataset I used to train the model, can be downloaded here: https://github.com/microsoft/AIVisual... 🔔 Subscribe for more free data analytics videos: https://www.youtube.com/saschadittman... And don't forget to click the bell so you don't miss anything. 💪 Share this video with a YouTuber friend:    • TensorFlow.js Object Detection Made Easy   📢 If you enjoyed this video help others enjoy it by adding captions in your native language - https://www.youtube.com/timedtext_vid... Watch my most recent upload: http://bit.ly/2OihAlj    • Uploads from Sascha Dittmann   🚀 Tools and services I used in this video: TensorFlow.JS https://www.tensorflow.org/js Azure Custom Vision https://www.customvision.ai/ Visual Studio Code https://code.visualstudio.com/ ✅ Recommended playlists: TensorFlow.JS    • TensorFlow.JS   Data Science    • Data Science   ✅ For business inquiries contact me at CloudBlog@gmx.de ✅ Let's connect: Watch me Live on Twitch:   / saschadittmann​   Join our Discord:   / discord   Twitter:   / saschadittmann   Facebook:   / datadrivendev   Instagram:   / saschadittmann   LinkedIn:   / saschadittmann   GitHub: https://github.com/SaschaDittmann DISCLAIMER: This video and description contains affiliate links, which means that if you click on one of the product links, I’ll receive a small commission. This helps support my channel and allows me to continue making awesome videos like this. Thank you for the support! #TensorFlowJS #CustomVision #ObjectDetection