TinySAM
Official PyTorch implementation of "TinySAM: Pushing the Envelope for Efficient Segment Anything Model" (by xinghaochen)
sam-hq
Segment Anything in High Quality [NeurIPS 2023] (by SysCV)
| TinySAM | sam-hq | |
|---|---|---|
| 1 | 6 | |
| 362 | 3,401 | |
| - | 4.8% | |
| 6.9 | 8.2 | |
| about 2 months ago | 5 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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.
TinySAM
Posts with mentions or reviews of TinySAM.
We have used some of these posts to build our list of alternatives
and similar projects.
sam-hq
Posts with mentions or reviews of sam-hq.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-12.
-
12-Jun-2023
Segment Anything in High Quality (https://arxiv.org/abs/2306.01567)
-
Segment Anything in High Quality
GitHub: https://github.com/SysCV/SAM-HQ
- GitHub - SysCV/sam-hq: Segment Anything in High Quality
-
This Week in AI (6/5/23): “Risk of Extinction,” Nvidia’s 3D magic, and the Air Force’s AI drone drama.
Paper here, Github repo here.
What are some alternatives?
When comparing TinySAM and sam-hq you can also consider the following projects:
segment-geospatial - A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
SegmentAnythingin3D - Segment Anything in 3D with NeRFs (NeurIPS 2023)
bloop - bloop is a fast code search engine written in Rust.
InternGPT - InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)