rankseg
cellpose
| rankseg | cellpose | |
|---|---|---|
| 1 | 1 | |
| 15 | 1,189 | |
| - | 4.6% | |
| 4.6 | 9.0 | |
| 8 months ago | 4 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
rankseg
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[R] RankSEG: A Consistent Ranking-based Framework for Segmentation
Github website: https://github.com/statmlben/rankseg
cellpose
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Meta introduced SAM, how can this change the game?
I've used cellpose in the past to segmebt cells with quite astonishing accurracy. https://github.com/MouseLand/cellpose
What are some alternatives?
notebooks - Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
unet - unet for image segmentation
Entity - EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
ETCI-2021-Competition-on-Flood-Detection - Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
SegGradCAM - SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping
u-track - Multiple-particle tracking designed to (1) track dense particle fields, (2) close gaps in particle trajectories resulting from detection failure, and (3) capture particle merging and splitting events resulting from occlusion or genuine aggregation and dissociation events
Vision-Project-Image-Segmentation
hashformers - Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).
OneFormer - OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
SipMask - SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
STEGO - Unsupervised Semantic Segmentation by Distilling Feature Correspondences
segment-anything-with-clip - Segment Anything combined with CLIP