---
base_model:
- facebook/vit-mae-huge
---
# gen2seg: Generative Models Enable Generalizable Instance Segmentation
<img src='mae-teaser.png'/>
This is the official model release for the ImageNet-1k pretrained Masked Autoencoder (MAE-H) variant of our `gen2seg` generative instance segmenter. It is the same checkpoint we used to generate figures in the paper.  

*The sementations in the image above are different from those in the paper teaser because they are generated with this MAE-H model instead of our SD model.* If you are looking for our Stable Diffusion 2 (SD) variant, you can find that at https://huggingface.co/reachomk/gen2seg-sd

Paper: https://arxiv.org/abs/2505.15263

Please see our website https://reachomk.github.io/gen2seg for demos and additional qualitative samples. 

You can run this model at our GitHub: https://github.com/UCDVision/gen2seg or our Huggingface Space: https://huggingface.co/spaces/reachomk/gen2seg