LangChain + Deep Lake = 🤍 Start building! Building with LangChain? Start for free with our Vector DB!

  • ActiveLoop
    • Solutions

      INDUSTRIES

      • agriculture
        Agriculture
        agriculture_technology_agritech
      • audio
        Audio Processing
        audio_processing
      • robotics
        Autonomous Vehicles & Robotics
        autonomous_vehicles
      • biomedical
        Biomedical & Healthcare
        Biomedical_Healthcare
      • multimedia
        Multimedia
        multimedia
      • safety
        Safety & Security
        safety_security

      CASE STUDIES

      • IntelinAir
      • Learn how IntelinAir generates & processes datasets from petabytes of aerial imagery at 0.5x the cost

      • Earthshot Labs
      • Learn how Earthshot increased forest inventory management speed 5x with a mobile app

      • Ubenwa
      • Learn how Ubenwa doubled ML efficiency & improved scalability for sound-based diagnostics

      Company
      • About
      • Learn about our company, its members, and our vision

      • Contact Us
      • Get all of your questions answered by our team

      • Careers
      • Build cool things that matter. From anywhere

      Docs
      Resources
      • blog
        Blog
      • Opinion pieces & technology articles

      • tutorial
        Tutorials
      • Learn how to use Activeloop stack

      • notes
        Release Notes
      • See what's new?

      • news
        News
      • Track company's major milestones

      • deep
        What is Deep Lake?
      • Read the whitepaper & academic paper

      Pricing
  • Log in
HDF5 (Hierarchical Data Format 5) vs Hub. Creating performant Computer Vision datasets
    • Back
      • Blog

    HDF5 (Hierarchical Data Format 5) vs Hub. Creating performant Computer Vision datasets

    HDF5 file format is one of the most popular dataset formats out there. However, it's not optimized for deep learning tasks. In this article, Margaux contrasts the performance of Hub vs HDF5 format, and explores why it is better to use Hub for CV tasks.
    • Margaux Masson-Forsythe

      Margaux Masson-Forsythe

      on Sep 28, 202111 min read

    • Upvotes: 0

    • Share:

    • Previous
        • Tutorials
        • News
      • How to access Google Objectron Dataset in Less Than 5 Seconds

      • on May 3, 2021
    • Next
        • Tutorials
      • Binary Semantic Segmentation: Cloud detection with U-net and Activeloop Hub

      • on Aug 17, 2021
cubescubescubescubescubescubes
  • Subscribe to our newsletter for more articles like this
  • activeloop

    Deep Lake. Vector Database for All AI Data.

    • Solutions
      AgricultureAudio ProcessingAutonomous Vehicles & RoboticsBiomedical & HealthcareMultimediaSafety & Security
    • Company
      AboutContact UsCareersPrivacy PolicyTerms & Conditions
    • Resources
      BlogDocumentationDeep Lake WhitepaperDeep Lake Academic PaperHumans in the Loop Podcast
  • Tensie

    Featured by

    featuredfeaturedfeaturedfeatured