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awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
https://github.com/NirantK/awesome-project-ideas

Last synced: 3 days ago
JSON representation

Hackathon Ideas
Text
- Natural Language Understanding
  - Quora question pairs
  - Toxic comments on Kaggle
  - NCERT books - 12/school students in India, [NarrativeQA by Google DeepMind](https://github.com/deepmind/narrativeqa) and [SQuAD by Stanford](https://rajpurkar.github.io/SQuAD-explorer/)
  - CNN and DailyMail News Pieces
  - new speeches in Obama's style
  - @realDonaldTrump
  - personal website
  - mlm/blog
  - Tweets sentiment tagged by humans
  - Facebook's FAIR
  - mlm/blog
Forecasting
- Natural Language Understanding
Recommendation systems
- Natural Language Understanding
  - BestBuy
  - PeerIndex
Vision
- Natural Language Understanding
  - CIFAR-10
  - ImageNet
  - MS COCO
  - MNIST Handwritten Digit Classification Challenge
  - Character recognition (digits)
  - Caltech-UCSD Birds dataset
  - MLC 2014
  - MOAA Right Whale
  - State Farm Distracted Driver Detection
  - MURA Dataset
  - Stanford Poverty Estimation Project
  - YouTube 8M
  - Fast-Forward Video Based on Semantic Extraction
  - fzliu on GitHub
  - MIMIC-CXR at Physionet
  - Concept to clinic
  - Kaggle Dataset by DSTL, UK
  - MS COCO - image-masking-challenge/data) on Kaggle
Music
- Natural Language Understanding
- FAQ
  - Advice for Short Term Machine Learning Projects
- Acknowledgements
- Credit
  - Twitter

Programming Languages

Categories

Vision 18 Text 14 Music 8 Forecasting 5 Hackathon Ideas 4 Recommendation systems 2

Sub Categories

Natural Language Understanding 39 Acknowledgements 3 Credit 1 FAQ 1