https://github.com/bayunova28/age_gender_recognition
This repository contains about my personal project to build age gender detection
https://github.com/bayunova28/age_gender_recognition
cnn computer-vision deep-learning opencv python
Last synced: 6 months ago
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This repository contains about my personal project to build age gender detection
- Host: GitHub
- URL: https://github.com/bayunova28/age_gender_recognition
- Owner: Bayunova28
- Created: 2021-12-23T04:28:52.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2022-05-13T10:22:29.000Z (over 3 years ago)
- Last Synced: 2025-02-17T20:42:35.446Z (8 months ago)
- Topics: cnn, computer-vision, deep-learning, opencv, python
- Language: Python
- Homepage:
- Size: 80.5 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Age & Gender Recognition
Age and Gender Detection is a fundamental task in computer vision, which has recently attracted immense attention. It plays a very important role in an exceedingly wide selection
of the real-world applications like targeted advertisement, forensic science, visual surveillance, content-based searching, humancomputer interaction systems, etc.
## Additional Files
- [age deploy](https://github.com/Bayunova28/Age_Gender_Detection/blob/master/age_deploy.prototxt)
- [age model](https://github.com/Bayunova28/Age_Gender_Detection/blob/master/age_net.caffemodel)
- [gender deploy](https://github.com/Bayunova28/Age_Gender_Detection/blob/master/gender_deploy.prototxt)
- [gender model](https://github.com/Bayunova28/Age_Gender_Detection/blob/master/gender_net.caffemodel)
- [face deploy](https://github.com/Bayunova28/Age_Gender_Detection/blob/master/opencv_face_detector.pbtxt)
- [face model](https://github.com/Bayunova28/Age_Gender_Detection/blob/master/opencv_face_detector_uint8.pb)
## Install Package
Make sure you have opencv installed. If not install it using pip
```python
pip install opencv-python
```
## References
- [Gender Recognition and Age Approximation using Deep Learning Techniques](https://www.ijert.org/research/gender-recognition-and-age-approximation-using-deep-learning-techniques-IJERTV9IS040268.pdf)
- [Age Group Classification using Convolutional Neural Network (CNN)](https://iopscience.iop.org/article/10.1088/1742-6596/2084/1/012028/pdf)
- [Age and Gender Detection](http://103.47.12.35/bitstream/handle/1/2164/1613112045_SHUBHAM%20KUMAR%20TIWARI_finalprojectreport%20-%20Shubham%20Tiwari.pdf?sequence=1&isAllowed=y)