Track-Anything
TaskMatrix
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| Track-Anything | TaskMatrix | |
|---|---|---|
| 16 | 10 | |
| 5,638 | 34,328 | |
| - | 0.3% | |
| 8.9 | 8.3 | |
| 23 days ago | 24 days ago | |
| Python | Python | |
| MIT License | 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.
Track-Anything
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[D] Which open source models can replicate wonder dynamics's drag'n'drop cg characters?
The Track-Anything tool already implements this
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Make-It-3D: HiFi 3D Assets from 1-Photo - https://github.com/junshutang/Make-It-3D
Tomorrow someone will probably use one of those video SAM trackers and show naive 3D animations.
- Track-Anything: a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything and XMem.
TaskMatrix
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April 2023
Low-code LLM (https://github.com/microsoft/TaskMatrix/tree/main/LowCodeLLM)
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[D] LLM or model that does image -> prompt?
Visual ChatGPT (now renamed as TaskMatrix https://github.com/microsoft/TaskMatrix likely as a result of OpenAI trying to regulate the use of the name GPT. Same happened for GPT-Eval -> G-Eval).
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What’s stopping ChatGPT from replacing a bunch of jobs right now?
Microsoft is also going to connect millions of APIs. Right now software for the most part lives in silos and needs humans to move information from one software application to another. TaskMatrixAI will automate that by having a standard API schema that everyone buys into like Apple’s iOS if they want to make money. GPT and Jarvis automatically write the Python code to connect any desired APIs. https://github.com/microsoft/TaskMatrix/tree/main/TaskMatrix.AI
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Track-Anything: a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything and XMem.
microsoft/TaskMatrix (github.com)
What are some alternatives?
JARVIS - JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
EditAnything - Edit anything in images powered by segment-anything, ControlNet, StableDiffusion, etc.
E2B - Secure sandboxed cloud environments made for AI agents and AI apps
segment-anything - The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
stable-diffusion-webui - Stable Diffusion web UI
telegram-chatgpt-concierge-bot - Interact with OpenAI's ChatGPT via Telegram and Voice.
llama.go - llama.go is like llama.cpp in pure Golang!
Selefra - The open-source policy-as-code software that provides analysis for Multi-Cloud and SaaS environments, you can get insight with natural language (powered by OpenAI).
turbopilot - Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
deepdoctection - A Repo For Document AI
sam-clip - Use Grounding DINO, Segment Anything, and CLIP to label objects in images.
DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.