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Attractive Faces Celebs Detection
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Attractive Faces Celebs Detection

Developed by dima806
A Vision Transformer-based facial attractiveness scoring model that returns a score between 0 and 1 for input facial images, with an accuracy of approximately 83%.
Face-related
Transformers
Open Source License:Apache-2.0#Facial Attractiveness Score#High Accuracy (83%)#Celebrity Style Analysis
Downloads 2,473
Release Time : 8/31/2023

Model Overview

This model analyzes facial images and returns a celebrity-style attractiveness score (between 0 and 1), suitable for facial aesthetic evaluation applications.

Model Features

High Accuracy
Achieves 83.78% accuracy on the test set, balancing precision and recall.
Celebrity-Style Evaluation
Specifically evaluates facial attractiveness in a celebrity style.
ViT-Based Architecture
Utilizes the Vision Transformer base model with powerful image feature extraction capabilities.

Model Capabilities

Facial Image Analysis
Attractiveness Scoring
Binary Classification

Use Cases

Aesthetic Evaluation
Celebrity Attractiveness Scoring
Evaluates whether a facial image has celebrity-level attractiveness.
Accuracy 83.78%, F1 score 0.8378
Entertainment Applications
Photo Enhancement Suggestions
Provides attractiveness evaluation references for photo enhancement applications.
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