What’s the best image scraper for bulk downloads? or How reliable are free image scrapers for web pro

For copyright-safe scraping, your best bet is sticking to sites with clear licenses (like Wikimedia Commons) and using their built-in tools.

Most image scrapers won’t filter copyrighted stuff—they just grab whatever’s visible.