EdgeSAM
Official PyTorch implementation of "EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM" (by chongzhou96)
Segment-and-Track-Anything
An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes. (by z-x-yang)
| EdgeSAM | Segment-and-Track-Anything | |
|---|---|---|
| 1 | 2 | |
| 695 | 2,485 | |
| - | - | |
| 7.5 | 7.5 | |
| 2 months ago | 21 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| GNU General Public License v3.0 or later | GNU Affero General Public License v3.0 |
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.
EdgeSAM
Posts with mentions or reviews of EdgeSAM.
We have used some of these posts to build our list of alternatives
and similar projects.
-
EdgeSAM: Prompt-in-the-Loop Distillation for On-Device Deployment of Sam
Not affiliated with the authors but find the topic interesting. They have a GitHub page with code and a short demo also:
https://github.com/chongzhou96/EdgeSAM
Segment-and-Track-Anything
Posts with mentions or reviews of Segment-and-Track-Anything.
We have used some of these posts to build our list of alternatives
and similar projects.
- Segment Anything with Object Tracking in Video
-
Segment and Track Anything (SAM-Track) & an open-source project that focuses on the segmentation and tracking of any objects in videos, utilizing both automatic and interactive methods. Code & Demo available [Research]
project page: https://github.com/z-x-yang/Segment-and-Track-Anything
What are some alternatives?
When comparing EdgeSAM and Segment-and-Track-Anything you can also consider the following projects:
infery-examples - A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).
samat - SAM Annotaton Tool
SlicerTomoSAM - An extension of 3D Slicer using the Segment Anything Model (SAM) to aid the segmentation of 3D data from tomography or other imaging techniques.
XRIV - Interactive Defect Quantification through Extended Reality
XMem - [ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
sam-pt - SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.
Unicorn - [ECCV'22 Oral] Towards Grand Unification of Object Tracking