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emonet

face-analysis•PUBLIC

Official implementation of the paper "Estimation of continuous valence and arousal levels from faces in naturalistic conditions", Antoine Toisoul, Jean Kossaifi, Adrian Bulat, Georgios Tzimiropoulos and Maja Pantic, Nature Machine Intelligence, 2021

affect-analysisaffective-computingarousalemotion-detectionemotion-recognitionmachine-learning

Other

Created on Aug 26, 2020

Updated on Apr 2, 2026

Stars

352

Forks

84

Watchers

352

Open Issues

19

Repository Health Score

🧡

56/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Regular updates - updated this month

20/30

67%

valence

valence-arousal

Community

352 stars, 84 forks

1/30

3%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

5.4% issue ratio

15/20

75%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

100.0%

Issues Analytics

24

Total Issues

All time

19

Open

79% of total

5

Closed

21% of total

8mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#4 Pre processing of input data

8

2

open

2

#13 about the facial landmarks

9

open

3

#1 Training and visualization code

2

6

open

4

#2 Inference on new test data gives negative tensors in expression

5

1

closed

5

#7 How to get the cleaned data

2

2

open

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

antoinetlc

User

29

commits

2

JeanKossaifi

User

2

commits

Recent Commits

Update demo_video.py

Antoine Toisoul•1 year ago

49eef30View on GitHub

Update README.md

Antoine Toisoul•1 year ago

d9acf40View on GitHub

Update README.md

Antoine Toisoul•1 year ago

30aa445View on GitHub

Update README.md

Antoine Toisoul•1 year ago

c693843View on GitHub

Adding a script to run emotion recognition on a video

Antoine Toisoul•1 year ago

f70dc83View on GitHub

Update demo.py

Antoine Toisoul•1 year ago

c8cbb4fView on GitHub

Add demo.py

Antoine Toisoul•1 year ago

2e38463View on GitHub

Update README.md

Antoine Toisoul•4 years ago

785d722View on GitHub

Update README.md

Antoine Toisoul•4 years ago

62f61d6View on GitHub

Update README.md

Antoine Toisoul•4 years ago

4700624View on GitHub

Update README.md

Antoine Toisoul•5 years ago

8898994View on GitHub

Update README.md

Antoine Toisoul•5 years ago

4bff11eView on GitHub

Update README.md

Antoine Toisoul•5 years ago

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Update README.md

Antoine Toisoul•5 years ago

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Update README.md

Antoine Toisoul•5 years ago

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