Tutorial: Make a web-based smart camera with the COCO-SSD machine learning model in TensorFlow

Channel:
United States Google for Developers
Subscribers:
2,510,000
Published on ● Video Link: https://www.youtube.com/watch?v=jHmqKbf3YCQ


Duration: 14:46
6,926 views
0

Finally learn how to add and use the COCO-SSD machine learning model to your JavaScript code and utilize its output to draw custom bounding boxes for any interesting objects found in a given canvas image from a live webcam stream. If you extend the code to make something useful consider sharing it with the community using the #WebML hashtag on social media like YouTube, Twitter, or LinkedIn so we can see what you made!

Catch more episodes from Machine Learning for Web Developers (Web ML) → https://goo.gle/learn-WebML
Check out TensorFlow on YouTube → https://goo.gle/TensorFlow-YouTube
Subscribe to Google Developers → https://goo.gle/developers

Connect with Jason Mayes to ask questions:
LinkedIn → https://goo.gle/3GwgeLw
Twitter →https://goo.gle/3Xh6MT7
Discord →https://goo.gle/3WWVO5t

Use #WebML to share your learnings and creations from this course to meet your peers on social media!

See what others have already made with Web ML → http://goo.gle/made-with-tfjs



Other Videos By Google for Developers


2023-02-02Interview with Pavlo Stavytskyi, Android contributor to Google Dev Library
2023-01-192023 Solution Challenge: Global kick-off event
2023-01-17Google for Startups Accelerator: Climate change #Shorts
2023-01-1717 Days of Flutter, optimizing TensorFlow Processors, and more dev news!
2023-01-12Building community with GDG Lawrence
2023-01-12Hash Code Hubs are back for 2023 - Apply to host a Hub!
2023-01-113.6.2: Using advanced pre-trained Web ML models - Part 2: Use MoveNet for pose estimation in browser
2023-01-113.6.1: Using advanced pre-trained Web ML models - Part 1: TensorFlow Hub usage
2023-01-11Tutorial: How to use raw tensorFlow.js pre-trained models in browser
2023-01-11TensorFlow fundamentals: What are tensors in TensorFlow.js?
2023-01-11Tutorial: Make a web-based smart camera with the COCO-SSD machine learning model in TensorFlow
2023-01-113.3.5: Make your own web based smart camera in JS - Part 5
2023-01-113.3.4: Make your own web based smart camera in JS - Part 4
2023-01-113.3.3: Build a web based smart camera in JavaScript - Part 3
2023-01-113.3.2: Make your own web based smart camera in JS - Part 2
2023-01-113.3.1: Make your own web based smart camera in JS - Part 1
2023-01-113.2: Selecting an ML model to use
2023-01-113.1: What are pre-trained models?
2023-01-11Calling student devs! 2023 Solution Challenge is here
2023-01-102.5: 3 ways to use Machine Learning on the web with TensorFlow.js
2023-01-102.4: What is TensorFlow.js? (JavaScript + Machine Learning)


Tags:
Google
developers
COCO-SSD pre-trained models
smart camera
machine learning workshop
machine learning for web developers
ml for web developers ml web dev
web machine learning
web ml
tensorflow
tensorflow.js
machine learning course
tensorflow.js course
machine learning courses for web developers
introduction to machine learning with javascript