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Indigenous datasets: A listing to help AI perform better in India

• johnny313 8y ago
  This reminds me of a paper put out by a few researchers at Google Brain: `No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World` [0] The take away was that existing open image datasets are biased toward western contexts (eg what a wedding looks like), leading to low performance when applied in non-western contexts. [0] https://arxiv.org/abs/1711.08536 https://arxiv.org/abs/1711.08536
• skbly7 8y ago
  Glad to see multiple contributions from my college. Here are few more datasets which I am aware of and can be added to the list: - Dataset for Indian National Rupee https://cvit.iiit.ac.in/research/projects/cvit-projects/currency-recognition-on-mobile-phones https://cvit.iiit.ac.in/research/projects/cvit-projects/curr... - City-scale Road Audit using Deep Learning dataset https://cvit.iiit.ac.in/research/projects/cvit-projects/city-scale-road-audit https://cvit.iiit.ac.in/research/projects/cvit-projects/city... - Multi domain corpus for sentimental analysis (Telugu dataset, download link isn't working probably email for download)
  • geevi 8y ago
    There is also an India Driving Dataset: http://idd.insaan.iiit.ac.in/ http://idd.insaan.iiit.ac.in/
• sairahul82 8y ago
  https://tdil-dc.in/index.php?lang=en https://tdil-dc.in/index.php?lang=en has good some good datasets. Only problem is you need to agree the t&s and fax the document to Delhi to get the access. They supposedly will send the DVD. I don't understand why they are doing. If Indian government wants to foster the research, they should put them in public domain.