metadata

title: EOMT Panoptic Segmentation
emoji: 🐠
colorFrom: blue
colorTo: yellow
sdk: gradio
sdk_version: 5.35.0
app_file: app.py
pinned: false

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

EOMT Panoptic Segmentation App

A Gradio-based web application for interactive panoptic segmentation using the EOMT (Encoder-only Mask Transformer) model - a minimalist approach that repurposes a plain Vision Transformer (ViT) for image segmentation.

Github: https://github.com/athrael-soju/little-scripts/tree/main/eomt_panoptic_seg

Tech Blog: https://Athrael.net

This implementation is based on the CVPR 2025 paper "Your ViT is Secretly an Image Segmentation Model" by Kerssies et al., demonstrating that plain Vision Transformers can achieve state-of-the-art segmentation performance.