NirantK/awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

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Emerging

Organizes 30+ hands-on project ideas across six domains (hackathons, NLP, time series, recommendations, vision, audio), with emphasis on LLM-enabled applications like text-to-SQL, semantic search, and instruction-guided image editing. Each idea includes concrete datasets, reference implementations, and architectural patterns—from multi-label classification pipelines to retrieval-augmented QA systems. Bridges academia and industry by pairing foundational tasks (sentiment analysis, forecasting) with modern generative AI approaches using frameworks like Hugging Face Transformers and Stable Diffusion.

8,974 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 22 / 25

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License

MIT

Last pushed

Mar 13, 2023

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