Purpose
- I want them to think that my project is cool, and want to make them invested in the project to learn more, try, & contribute.
Important Questions
- What does this project have anything to do with them?
- (If the answer is nothing: how can I make my project cool enough that unrelated people find it nice?)
Parts
- Catchy Intro
- Problem, Fundamental Principles, Results
- Traction
- Link to docs for testers, developers
auto-alt-text-wizard
Browser extension that generates alt text on-the-fly, powered by AI
[TODO: catchy YouTube video that browses instagram with stunning details, words fading in as AI speaks]
Auto Alt Text Wizard (AATW) is a browser extension that generates accurate and descriptive alt text on-the-fly, using latest innovations AI.
All code runs locally and no data leaves your computer, as long as the system contains enough video RAM to load the vision-LLM engine (see minimum requirement).
If you want to learn more about how it works, read on!
(If you are not familiar with the machine learning terminologies, this is a great resource to get started!)
This project consists of four main components:
- (ML optimization & compilation pipeline based on Apache TVM)
- The OCR Engine based on PaddleOCR re-implemented using TVM
- The Vision-LLM Engine based on LLaVA, a multimodal large-language model derived from LLaMA 2
- The actual browser extension that scans the page to find images, runs the ML models, and adds the alt-text attribute tags