Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
| Date | Stars |
|---|---|
| 2026-07-31 | 9237 |
| 2026-08-01 | 9237 |
| 2026-08-06 | 9248 |
Today
+11 stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
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# Awesome Deep Learning Project Ideas
[](https://github.com/sindresorhus/awesome)
A curated list of practical deep learning and machine learning project ideas
- 30+ ideas
- Relevant to both the academia and industry
- Ranges from beginner friendly to research projects
---
## Contents
- [Hackathon Ideas](#hackathon-ideas) - Project ideas unlocked by use of Large Language Models, specially text to text -- note that a lot of the text to text ideas can also be buit a lot better with LLMs now!
- [Text](#text) - With some topics about Natural language processing
- [Forecasting](#forecasting) - Most of the topics in this section is about Time Series and similar forecasting challenges
- [Recommendation Systems](#recommendation-systems)
- [Vision](#vision) - With topics about image and video processing
- [Music and Audio](#music) - These topics are about combining ideas from language and audio to understand music
- [Conclusion](#conclusion)
---
## Hackathon Ideas
- **Developer Ideas**
- Text to cmd for terminal: Take user intent in terminal e.g.
```bash
$ask "how to list all files with details"
> Execute "ls -l"? [y/N] y
$ls -l
```
- Build and edit YAMLs using natural language e.g. Kubernetes and other form of config files
- [Kor](eyurtsev.github.io/kor/) for ideas on how this is done for JSON
- Can be use-case specific. Build pipelines? Kube?
- Mobile Android/iOS SDK for Stable Diffusion inference
- Apple has released a [CoreML Stable Diffusion Inference](https://github.com/apple/ml-stable-diffusion)
- **Voice powered Experiences**
- Audio Conversation with chatGPT, can combine with fast Text-to-Speech e.g. [Eleven Labs](https://elevenlabs.io) to have a two-way conversation
- Telegram/WhatsApp bot to get audio and save as text with metadata into mem.ai or Roam Research or Obsidian
- Edit image by giving instructions of what you want to do: [SeeChatGPT](https://github.com/Nischaydnk/SeeChatGPT) and [playgroundai.com](playgroundai.com) as examples
- The underlying mechanism which you can use is called [InstructPix2Pix](huggingface.co/spaces/timbrooks/instruct-pix2pix)
- Semantic search over any media
- Can build using CLIP or [BLIP-2 embeddings](huggingface.co/docs/transformers/main/model_doc/blip-2) for images and [CLAP](https://github.com/LAION-AI/CLAP/tree/clap#quick-start) for all audio including music and speech
- Text to Music Generation
- See [MusicLM](https://google-research.github.io/seanet/musiclm/examples/) for reference
- **Knowledge Base QA** aka Answer Engines
- Take any plaintext dataset e.g. State of the Union address and build on top of that
- Can use this over Video Subtitles to search and QA over videos as well, by mapping back to source
- **Guided Summarisation/Rewriting**
- Take specific questions which the user might have about a large text dataset e.g. a novel or book and include that in your summary of the piece
- Pay attention to specific entities and retell the events which happen in a story with attention to that character
- **ControlNet + Stable Diffusion for Aethetic Control**
- Build tooling using [diffusers](https://github.com/huggingface/diffusers/) which takes in a set of photos, finetunes a model (LoRA) on a person, detects face and moves it to a new aesthetic e.g. futuristic neon punk, grunge rock, Studio Ghibli. Can also add InstructPix2Pix to give user more control.
- **Text to Code/SQL**
- Use code understanding to convert use query to SQL or another executable programming language, including Domain Specific Languages
- Here is an example of the same: [qabot](github.com/hardbyte/qabot)
## Text
- **Autonomous Tagging of StackOverflowExcerpt of 14,540 characters
Read on GitHub
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:91a8309c8f8bbc70, topic:awesome, topic:awesome-list, desc:curated list
matched fp:91a8309c8f8bbc70, topic:dataset, readme:dataset