Face, Age and Emotion Detection

버전 2.2 (987 KB) 작성자: Lucas García
Demo for face, age and emotion detection (all using Deep Learning) and leveraging the capability to import Caffe models in MATLAB.

다운로드 수: 2.2K

업데이트 날짜: 2021/4/5

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Demo for performing face, age and emotion detection leveraging pretrained networks from research and the capability to import Caffe models in MATLAB.

Note: If your license includes MATLAB Coder and GPU Coder, you will be able to improve inference performance by generating CUDA code (in the form of MEX files) for each of the predict functions. Review README file for instructions.

References to pretrained models:
[1] Abars, Face Search VGG16, (2018). GitHub repository, https://github.com/abars/FaceSearchVGG16
[2] Rasmus Rothe, Radu Timofte and Luc Van Gool, (2016). Deep expectation of real and apparent age from a single image without facial landmarks. International Journal of Computer Vision (IJCV).
[3] Jia, Yangqing, et al., (2014). "Caffe: Convolutional architecture for fast feature embedding." Proceedings of the 22nd ACM international conference on Multimedia. ACM.

인용 양식

Lucas García (2023). Face, Age and Emotion Detection (https://github.com/mathinking/FaceGenderAgeEmotionDetection/releases/tag/v2.2), GitHub. 검색됨 .

MATLAB 릴리스 호환 정보
개발 환경: R2019b
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버전 게시됨 릴리스 정보
2.2

See release notes for this release on GitHub: https://github.com/mathinking/FaceGenderAgeEmotionDetection/releases/tag/v2.2

2.1

See release notes for this release on GitHub: https://github.com/mathinking/FaceGenderAgeEmotionDetection/releases/tag/v2.1

2.0.1

- Updated MATLAB Release Compatibility

2.0.0

- Enhancing detection and tracking using computer vision techniques
- Enhanced emotion detection
- Included version to deploy on Jetson boards

1.0.0

이 GitHub 애드온의 문제를 보거나 보고하려면 GitHub 리포지토리로 가십시오.
이 GitHub 애드온의 문제를 보거나 보고하려면 GitHub 리포지토리로 가십시오.