https://github.com/ivangael/genderdetection

Gender detection using gender classification model
https://github.com/ivangael/genderdetection

genderclassification genderdetection numpy pil python resnet18 torch torchvision

Last synced: about 1 month ago
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Gender detection using gender classification model

• Host: GitHub
• URL: https://github.com/ivangael/genderdetection
• Owner: IvanGael
• Created: 2024-06-07T11:00:28.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-06-22T01:13:31.000Z (6 months ago)
• Last Synced: 2024-06-22T14:40:02.537Z (6 months ago)
• Topics: genderclassification, genderdetection, numpy, pil, python, resnet18, torch, torchvision
• Language: Python
• Homepage:
• Size: 4.46 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
#### Gender detection using gender classification model

A pre-trained gender classification model(ResNet18) based on a deep learning framework PyTorch is used to predict gender. 

This program captures video frames, uses YOLOv5 to detect persons, and a pre-trained gender classification model to predict and display the gender of each detected person in real-time.

![VideoDemo](video_demo.png)

![ImageDemo](image_demo.png)

#### Gender detection and Age estimation 

![ImageDemo](image_demo2.png)