https://github.com/rhenanbartels/mleyes

Simple web API to extract features from images
https://github.com/rhenanbartels/mleyes

Last synced: 8 days ago
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Simple web API to extract features from images

• Host: GitHub
• URL: https://github.com/rhenanbartels/mleyes
• Owner: rhenanbartels
• Created: 2020-05-26T14:21:30.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2021-02-26T02:52:38.000Z (almost 4 years ago)
• Last Synced: 2023-04-06T08:40:27.398Z (over 1 year ago)
• Language: Python
• Size: 9.35 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# Simple web API to extract features from images

## Face Detection

Inspired by the [cvlib](https://github.com/arunponnusamy/cvlib), the endpoint

`/faces` returns True if the model detects a face on the picture.

The current model for face detection is an AlexNet based model

presented in the paper

published by **Levi** and **Hassner**: ["Age and Gender Classification using Convolutional Neural Networks"](https://talhassner.github.io/home/projects/cnn_agegender/CVPR2015_CNN_AgeGenderEstimation.pdf)

#### Requirements

 - [aiohttp](https://github.com/aio-libs/aiohttp)

 - [opencv-python](https://github.com/skvark/opencv-python)