generated: '2026-07-21' method: searched source: https://pypi.org/project/fastdup/ + https://pypi.org/project/visuallayer/ + https://github.com/visual-layer packages: - language: python registry: pypi name: fastdup url: https://pypi.org/project/fastdup/ install: pip install fastdup official: true repo: https://github.com/visual-layer/fastdup description: Fast, free tool for generating insights, deduplication, and quality analysis from large image and video datasets. Visual Layer's flagship open-source library. - language: python registry: pypi name: visuallayer url: https://pypi.org/project/visuallayer/ install: pip install visuallayer official: true repo: https://github.com/visual-layer/vl-datasets description: Open, clean datasets for computer vision — access to Visual Layer's curated public dataset catalog. notes: The Visual Layer Cloud API is consumed directly over REST (JWT bearer auth); Visual Layer does not publish a dedicated versioned cloud API client SDK on npm/PyPI. No first-party JavaScript, Go, Java, Ruby, PHP, .NET, or Rust client library was found on npm, Maven Central, NuGet, pkg.go.dev, RubyGems, Packagist, or crates.io as of this pass.