OneFormer
| OneFormer | Vision-Project-Image-Segmentation | |
|---|---|---|
| 1 | 1 | |
| 1,342 | 0 | |
| 2.2% | - | |
| 3.4 | 2.6 | |
| 7 months ago | about 3 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
OneFormer
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OneFormer: An Universal Image Segmentation Framework That Unifies Segmentation With A Multi-Task Train-Once Design
Quick Read: https://www.marktechpost.com/2022/11/20/oneformer-an-universal-image-segmentation-framework-that-unifies-segmentation-with-a-multi-task-train-once-design/ Paper: https://arxiv.org/pdf/2211.06220v1.pdf Project: https://praeclarumjj3.github.io/oneformer/ Github: https://github.com/SHI-Labs/OneFormer
Vision-Project-Image-Segmentation
What are some alternatives?
rankseg - [JMLR 2023] RankSEG: A consistent ranking-based framework for segmentation
HugsVision - HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
PaddleSeg - Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
Human-Segmentation-PyTorch - Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
HRNet-Semantic-Segmentation - The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
SipMask - SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
Real-time-Semantic-Segmentation