DiffSeg is an unsupervised zero-shot segmentation method using attention information from a stable-diffusion model. This repo implements the main DiffSeg algorithm and additionally includes an experimental feature to add semantic labels to the masks based on a generated caption.
☆330Jul 9, 2024Updated 2 years ago
Alternatives and similar repositories for diffseg
Users that are interested in diffseg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICCV2023] DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models☆193Nov 1, 2023Updated 2 years ago
- (TIP 2025, CCF-A) Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter☆55Jul 5, 2026Updated last month
- [AAAI 2025] Explore In-Context Segmentation via Latent Diffusion Models☆22Mar 25, 2025Updated last year
- [NeurIPS 2024] Official code for DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut☆52Jan 19, 2025Updated last year
- ☆33Oct 27, 2025Updated 9 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Official Implementation of "Denoising Diffusion Semantic Segmentation with Mask Prior Modeling"☆76Jul 27, 2023Updated 3 years ago
- Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors☆31Jun 2, 2024Updated 2 years ago
- Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]☆945Jul 6, 2024Updated 2 years ago
- [ECCV2024]The official implementation of the DiffPNG paper in PyTorch.☆17Oct 17, 2024Updated last year
- [MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"☆115Jun 20, 2025Updated last year
- 1-shot image segmentation using Stable Diffusion☆142Mar 4, 2024Updated 2 years ago
- Code for the paper Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models @ CVPR 2024☆70Jun 14, 2024Updated 2 years ago
- SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process☆222Jan 21, 2024Updated 2 years ago
- ☆170Jun 3, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is the official code of "Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation, NeurIPS 23"☆27Dec 7, 2023Updated 2 years ago
- Code for ''MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation''☆36Mar 23, 2024Updated 2 years ago
- Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)☆719Apr 8, 2023Updated 3 years ago
- Medical Image Segmentation Method Based on Swin Transformer with Diffusion Probabilistic Model☆16Feb 25, 2024Updated 2 years ago
- ☆63Aug 15, 2023Updated 2 years ago
- [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.☆220Jun 18, 2025Updated last year
- ☆60Oct 6, 2023Updated 2 years ago
- The official implementation of Generalized Few-shot Semantic Segmentation (CVPR 2022)☆71Aug 26, 2022Updated 3 years ago
- ☆22Oct 17, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This repo hosts the code for the Fast Trainable Projection (FTP) project.☆12Nov 16, 2023Updated 2 years ago
- [ICML2024]The official implementation of SemiRES in PyTorch.☆33Jun 20, 2024Updated 2 years ago
- [ECCV-24] This is the official implementation of the paper "SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation".☆27Oct 13, 2024Updated last year
- ☆21Jul 18, 2024Updated 2 years ago
- Balancing Logit Variation for Long-tailed Semantic Segmentation☆22Jul 16, 2023Updated 3 years ago
- ☆213Feb 24, 2024Updated 2 years ago
- ☆59Nov 13, 2024Updated last year
- A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [ECCV 2024]☆108Jan 30, 2024Updated 2 years ago
- (ICCV 2023) MasQCLIP for Open-Vocabulary Universal Image Segmentation☆37Oct 18, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [NeurIPS 2023] Weakly Supervised 3D Open-vocabulary Segmentation☆128May 5, 2026Updated 3 months ago
- ☆12Mar 15, 2024Updated 2 years ago
- Official implementation for Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segme…☆13Mar 19, 2024Updated 2 years ago
- Open-vocabulary Object Segmentation with Diffusion Models☆184Aug 15, 2023Updated 2 years ago
- ☆30Nov 22, 2020Updated 5 years ago
- [CVPR 2024] Code release for "Unsupervised Universal Image Segmentation"☆233May 7, 2024Updated 2 years ago
- Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]☆1,363Sep 10, 2025Updated 11 months ago