omnimotion
co-tracker
| omnimotion | co-tracker | |
|---|---|---|
| 1 | 6 | |
| 2,053 | 2,468 | |
| - | 1.8% | |
| 3.5 | 6.9 | |
| 14 days ago | 22 days ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
omnimotion
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Meta AI releases CoTracker, a model for tracking any points (pixels) on a video
Fortunately, "Tracking Everything Everywhere All at Once" ([1], [2]) is Apache 2.0 and it's state of art.
1. https://omnimotion.github.io/
2. https://github.com/qianqianwang68/omnimotion
co-tracker
- What things are happening in ML that we can't hear oer the din of LLMs?
-
ML Engineering Online Book
Yes, I think this is very tractable for a first project. I've played around with using AI to do optical-only with pose detection models -- if I had to do it again, I would probably start with this model and try to get it running locally:
https://github.com/facebookresearch/co-tracker
This sounds like a perfect place for you to get started!
- FLaNK Stack Weekly 5 September 2023
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CoTracker: A Revolutionary 2D Point Video Tracker
(arXiv) (GitHub)
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Meta AI releases CoTracker, a model for tracking any points (pixels) on a video
LICENSE
Attribution-NonCommercial 4.0 International
https://github.com/facebookresearch/co-tracker/blob/main/LIC...
What are some alternatives?
tapnet - Tracking Any Point (TAP)
paxml - Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimentation and parallelization, and has demonstrated industry leading model flop utilization rates.
FLaNK-HuggingFace-BLOOM-LLM - https://huggingface.co/bigscience/bloom into NiFi
puck - The visual editor for React
openaidemo - Demo of how access the OpenAI API using Java 17
morphir - A universal language for business and technology
FLaNK-Halifax - Community over Code, Apache NiFi, Apache Kafka, Apache Flink, Python, GTFS, Transit, Open Source, Open Data
Youtube2Webpage - I learn much better from text than from videos
concrete-ml - Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.
FLiPStackWeekly - FLaNK AI Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...
hands-on-train-and-deploy-ml - Train and Deploy an ML REST API to predict crypto prices, in 10 steps