Real Time Sign Language Recognition using Python | Computer Vision

Published: 14 May 2023
on channel: Abdul Rehman Ikram

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#python #programming #tensorflow this video I show how to build a real time sign language recognition system using Google's Mediapipe framework and Tensorflow in python. We'll be using an open-source github repo which allows us to easily train a Keras neural network to detect our own custom hand gestures, and it runs remarkably well on a CPU.

Github repo (translated to English) :https://github.com/kinivi/hand-gestur...
Github repo (original version in Japanese) : https://github.com/Kazuhito00/hand-ge...

Chapters:
0:00 Video structure
0:30 High level overview of the project
2:18 Github repo
3:28 Requirements
6:28 Collecting data
8:25 Training
9:43 Testing

Requirements:
mediapipe
scikit-learn
tensorflow
numpy
pandas
matplotlib
opencv-python
seaborn

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