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Full Stack Computer Vision Tutorial with Tensorflow, Python, Tensorflow.JS with React.JS

via YouTube

Overview

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Learn full-stack computer vision techniques in this comprehensive tutorial series. Dive into Tensorflow Object Detection API, covering custom model creation, labeling, training, and deployment. Build a real-time face mask detector, sign language recognition system, and object detection web applications using Python, Tensorflow, and React.js. Master essential skills like model conversion, metrics calculation, and web deployment to become proficient in deep learning object detection.

Syllabus

Install Tensorflow Object Detection From Scratch in 5 Steps | Python Deep Learning.
Real Time Face Mask Detection with Tensorflow and Python | Custom Object Detection w/ MobileNet SSD.
Real Time Sign Language Detection with Tensorflow Object Detection and Python | Deep Learning SSD.
Building an Object Detection App with Tensorflow.JS and React.JS in 15 Minutes | COCO SSD.
Building a Real Time Sign Language Detection App with React.JS and Tensorflow.JS | Deep Learning.
Deploy Tensorflow.Js Object Detection Apps in 20 Minutes | Computer Vision React.Js.
Calculating Tensorflow Object Detection Metrics with Python | Mean Average Precision (mAP) & Recall.

Taught by

Nicholas Renotte

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