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Datasets/LLVIP

LLVIP

A Visible-infrared Paired Dataset for Low-light Vision

ImagesThis LLVIP Dataset is made freely available to academic and non-academic entities for non-commercial purposes such as academic research, teaching, scientific publications, or personal experimentation. Permission is granted to use the data given that you agree to our license terms.Introduced 2021-08-24
  • Visible-infrared Paired Dataset for Low-light Vision
  • 30976 images (15488 pairs)
  • 24 dark scenes, 2 daytime scenes
  • Support for image-to-image translation (visible to infrared, or infrared to visible), visible and infrared image fusion, low-light pedestrian detection, and infrared pedestrian detection
  • (The original image and video pairs (before registration) of LLVIP are also released!)

Benchmarks

1 Image, 2*2 Stitching/PSNR1 Image, 2*2 Stitching/SSIM16k/AP2D Classification/AP2D Object Detection/AP3D/APAutonomous Vehicles/APAutonomous Vehicles/log average miss rateImage Generation/PSNRImage Generation/SSIMImage-to-Image Translation/PSNRImage-to-Image Translation/SSIMMultispectral Object Detection/mAP50Object Detection/APPedestrian Detection/APPedestrian Detection/log average miss rate

Statistics

Papers
116
Benchmarks
16

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Tasks

1 Image, 2*2 Stitching16k2D Classification2D Object Detection3DAutonomous VehiclesImage EnhancementImage GenerationImage RegistrationImage-to-Image TranslationInfrared And Visible Image FusionLow-Light Image EnhancementLow-light Pedestrian DetectionMultispectral Object DetectionObject DetectionPedestrian DetectionThermal Infrared Pedestrian DetectionZero-shot Classification (unified classes)