---
title: AffectFlow-DINO
emoji: 😊
colorFrom: gray
colorTo: red
sdk: gradio
sdk_version: 6.15.1
app_file: app.py
short_description: Facial affect estimation with uncertainty via rectified flow
python_version: "3.12"
startup_duration_timeout: 30m
---

# AffectFlow-DINO

Uncertainty-aware multi-task facial affect estimation from a single cropped face image.
Predicts valence-arousal, 8-way facial expression, and 12 Action Units — with uncertainty
estimates from Monte Carlo sampling of a conditional rectified-flow head.

**Model:** [Bekhouche/AffectFlow-DINO](https://huggingface.co/Bekhouche/AffectFlow-DINO)
**Paper:** [arXiv:2607.13250](https://arxiv.org/abs/2607.13250)