Efficient Data Sampling And Subset Creation

via “depth dataset filtering and subset selection by scene attributes”

Dataset by robbyant. 2,74,791 downloads.

Unique: Leverages HuggingFace datasets' lazy filtering to avoid full dataset materialization; enables efficient subset creation without downloading unused samples, critical for large-scale datasets

vs others: More efficient than downloading full dataset and filtering locally; more flexible than pre-split dataset versions that lock users into fixed train/val/test divisions