ID: 5d862b40b51f400afad2ec4f

Emotion Recognition

by Nishchal Gaba

Identifies Emotion and Gender of the person

License: MIT license

Tags: emotion gender classification detection

Ā Model stats and performance
Dataset Used fer2013/IMDB
Framework Tensorflow
OS Used Linux
Publication View
Inference time in seconds per sample.


What is it?

The model does Real-time face detection and emotion-gender classification.

Works on images and videos.

How to use?

Run real-time emotion demo:


Run real-time guided back-prop demo:


Make inference on single images:

python3 ../images/test_image.jpg

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

Nishchal Gaba
New Delhi, India.
Level 4 3600 XP

492 Profile

ML Researcher

Confident and innovative individual with an insatiable curiosity Always looking to be the ice breaker for the hardest challenges Achievement with sense of greatness is my goal

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