ID: 5d879015586f124c232d6025

Hand Gesture Recognizer

by Raj Kumar

Gesture recognition via CNN neural network implemented in Keras + Theano + OpenCV


License: MIT license

Tags: Theano Keras Hand Gesture Recognition Opencv Computer Vision CNN

Ā Model stats and performance
Framework Keras
OS Used Linux
Publication View
Inference time in seconds per sample.

Screenshots


Hand Gesture Recognizer

WHAT IS IT?

Its a Gesture recognition via CNN neural network implemented in Keras + Theano + OpenCV used to detect Hand gestures. Simple CNN Architectutre is used to train it.

HOW TO USE?

To run the main script pass 200*200 image in the script or it will be interpolated will give less accurate results. Put model file in the same directory as the script file. Sample Command - python run.py -image imgfolder_b/iiiok60.png For Help Options and other optional options use - python run.py -h

usage: run.py [-h] [-use_gpu USE_GPU] [-image IMAGE]

Optional arguments: -h, --help show this help message and exit -use_gpu    USE_GPU         want to use gpu -image        IMAGE               mention image_file

WHAT ARE THE REQUIREMENTS?

To get all the requirements and dependencies installed run the command For GPU - pip install -r gpu_requirements.txt For CPU - pip install -r cpu_requirements.txt

Author View Profile


Raj Kumar
New Delhi, India.
Level 20 25450 XP

1258 Profile
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I love coding

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