# NirantK/awesome-project-ideas

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

Repository: https://github.com/NirantK/awesome-project-ideas
Canonical: https://ross.abutalabs.com/products/awesome-project-ideas
Homepage: http://www.nirantk.com/awesome-project-ideas/
License: MIT
License Family: permissive
Topics: deep-learning, forecasting, machine-learning, classification, series-forecasting, image-classification, awesome-list, awesome, dataset, multi-label-classification
Last push: 2023-03-13T16:28:22+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3301, "days_push": 1269, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 9290, forks 1292 (observed 2026-08-28T04:10:30.327942+00:00)

## What it is
A curated awesome-list of 30+ practical deep learning and machine learning project ideas spanning NLP, computer vision, forecasting, recommender systems, and LLM-powered hackathon concepts. It ranges from beginner-friendly to research-level projects with pointers to relevant datasets and tools.

## Use cases
- find machine learning project ideas for a portfolio
- pick a final year deep learning project topic
- get hackathon ideas using LLMs
- find NLP project ideas with datasets
- find computer vision project ideas for beginners
- brainstorm time series forecasting projects
- find recommendation system project ideas

## When to choose
- you need inspiration for ML/DL projects at any skill level
- you want curated ideas with links to datasets and reference implementations
- you're organizing a hackathon or course and need project prompts

## When to avoid
- you need working code or a library rather than ideas
- you want a structured tutorial or course
- you need production-ready tooling

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: machine-learning, nlp, computer-vision, data-science
- domain: machine-learning, deep-learning, computer-vision, tutorials
- platform: cross-platform
- tags: awesome-list, project-ideas, deep-learning, recommendation-systems, time-series-forecasting, student-projects, hackathon, natural-language-processing

## Member repositories
- NirantK/awesome-project-ideas (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:10:30.327942+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:22:32.939123+00:00, confidence not recorded.
  - readme: https://github.com/NirantK/awesome-project-ideas (fetched 2026-08-28T04:10:30.327942+00:00, sha a96f6dd15b7a)
  - homepage: http://www.nirantk.com/awesome-project-ideas/ (fetched 2026-08-29T08:23:04.249742+00:00, sha d17377790735)
- Data as of 2026-08-30T08:39:29.467469+00:00.