cellpose
segment-anything-with-clip
| cellpose | segment-anything-with-clip | |
|---|---|---|
| 1 | 2 | |
| 1,198 | 303 | |
| 5.3% | - | |
| 9.0 | 3.8 | |
| 3 days ago | 3 months ago | |
| Jupyter Notebook | Python | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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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
segment-anything-with-clip
What are some alternatives?
unet - unet for image segmentation
rankseg - [JMLR 2023] RankSEG: A consistent ranking-based framework for segmentation
ETCI-2021-Competition-on-Flood-Detection - Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
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
hashformers - Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).
SipMask - SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)