datasaurus
squirrel-core
datasaurus | squirrel-core | |
---|---|---|
1 | 1 | |
11 | 279 | |
- | 0.7% | |
7.2 | 5.6 | |
7 months ago | 7 days ago | |
TypeScript | Python | |
Apache License 2.0 | Apache License 2.0 |
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.
datasaurus
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Is supervised learning dead for computer vision?
And let’s talk about development speed. By using text prompts to interact with your images, you can whip up a computer vision prototype in seconds. It’s fast, it’s efficient, and it’s changing the game.
So, what do you all think? Are we moving towards a future where foundational models take the lead in computer vision, or is there still a place for training models from scratch?
P.S. Shameless plug: I’ve been working on this open-source platform called Datasaurus https://github.com/datasaurus-ai/datasaurus) that taps into the power of vision-language models. It’s all about helping engineers get the insights they need from images, fast. Just wanted to share some thoughts and start a conversation. Let’s talk about the future of computer vision!
squirrel-core
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[P] Squirrel: A new OS library for fast & flexible large-scale data loading
Today we open-sourced Squirrel, a data infrastructure library that my colleagues and I have been working on over the past 1.5 years: https://github.com/merantix-momentum/squirrel-core
What are some alternatives?
ai-health-assistant - An open source AI health assistant
squirrel-datasets-core - Squirrel dataset hub
LLaVA - [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
talking-head-anime-3-demo - Demo Programs for the "Talking Head(?) Anime from a Single Image 3: Now the Body Too" Project
ML-YouTube-Courses - 📺 Discover the latest machine learning / AI courses on YouTube.
deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
PDEBench - PDEBench: An Extensive Benchmark for Scientific Machine Learning
Segment-Everything-Everywhere-
obsidian-ava - Quickly format your notes with ChatGPT in Obsidian
speaking_with_plato - Exploring Plato's philosophy with AI - A Data Spiral blog article