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

 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.
Gold
20
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6737 Profile
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I love coding

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