3 ms·
Show HN: A Layer for robotics dataset quality
We are exploring how teams can automatically audit data quality, detect problematic demonstrations, and build smaller, high-quality training sets before spending GPU time.
We are looking for design partners to help shape the Calibra.
- lolololomoro 1mo agoHow do you measure them ?
- ikaru2lt 1mo agoIt's really impressive to see the quality of the datasets again; in most AIs, a bad dataset means that nothing works.
- ikaru2lt 1mo agoBut how do you make it better for the GPU if the size is too large?
- omertt27 1mo agoThanks for the answer.We are approaching this with reducing unnecessary data rather than making the GPU handle more.So it analyzes quality, coverage, and redundancy to identify a smaller subset of demonstrations to use less data and compute costs.
- techsage 1mo ago[dead]