DeepFISH
This repository provides cytogenetics related datasets to investigate the semantic segmentation (by jeanpat)
OneFormer
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023 (by SHI-Labs)
| DeepFISH | OneFormer | |
|---|---|---|
| 1 | 1 | |
| 32 | 1,356 | |
| - | 3.2% | |
| 3.6 | 3.4 | |
| 4 months ago | 7 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| GNU General Public License v3.0 only | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
DeepFISH
Posts with mentions or reviews of DeepFISH.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Instance segmentation with lightning-flash: error in the annotations?
Whereas I want a prediction with two masks. Should I need to relabel the images with two labels: chromosome1 and chromosome2 ? Would it be possible to edit the annotation file without relabeling each image?
OneFormer
Posts with mentions or reviews of OneFormer.
We have used some of these posts to build our list of alternatives
and similar projects.
-
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
What are some alternatives?
When comparing DeepFISH and OneFormer you can also consider the following projects:
rankseg - [JMLR 2023] RankSEG: A consistent ranking-based framework for segmentation
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.
Vision-Project-Image-Segmentation