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AI Magic Mirror
Description
This project is experimental and can be slow on smartphones. Your feedbacks on our social media would be very much appreciated.
The AI rates human physical beauty from 0 to 10 for webcam or image files containing a person. Drag & Drop is enabled on the image area.
By using this algorithm, you agree not to use the results for discrimination , or any other purposes of that kind.
We encourage not to use this application if you have physical self-esteem issues as results may be disappointing, the algorithm can be rough and can also be very incorrect.
Your image files or webcam images never go on our servers.
Instructions
1) Load AI
2) Choose the mode, don't use camera on slow devices like smartphones
3) For better results:
- The face must be centred
- The face must be well lit
- The image must be in focus and sharp
Technical details
Model Custom EfficientNet
Dataset Trained on 120.000 images
Average error 1.2 on 20.000 images
Deep learning libs Pytorch / Tensorflow.js
Tags
Free Face App Web App
FAQ
Why could results be disappointing?
Beauty standards aren't universally the same for everyone. For example, on social platforms like r/Rateme subreddit or r/TrueRateMe, different uses are present. Results can be disappointing because the algorithm doesn't use the same standard as you, and the algorithm isn't perfect either, the average error is around 1.2 points.
Does the algorithm detect faces?
The algorithm doesn't need to. Think of it like a function optimized on a specific interval. The algorithm is made to work on images with faces. We do not specify its behaviour on other images, so results can be anything if the image doesn't contain a face.
Why do results vary for the same person?
The algorithm makes an estimation for one particular image of a face and its environment. It means like doing a wince, smiling, changing hairs or facial expression will affect results.
I have other questions or feedbacks...
Ask us on Twitter 😉
Examples
