I think collecting the data is the major challenge. Ironically, despite the data being crowdsourced, and initially taken from someone else's repo, I believe it is against the license terms to fork that data (I am not a lawyer, so what do I know)
Data Collection Challenges and Licensing Issues in AI Projects
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