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Datasets/ISTD

ISTD

ImagesCustom (research-only, non-commercial)Introduced 2018-01-01

The Image Shadow Triplets dataset (ISTD) is a dataset for shadow understanding that contains 1870 image triplets of shadow image, shadow mask, and shadow-free image.

Source: ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal" Image Source: Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal

Benchmarks

16k/Balanced Error Rate16k/MAE2D Classification/Balanced Error Rate2D Object Detection/Balanced Error Rate3D/Balanced Error RateImage Editing/MAEObject Detection/Balanced Error RateRGB Salient Object Detection/Balanced Error RateShadow Removal/MAE

Related Benchmarks

ISTD+/16k/LPIPSISTD+/16k/PSNRISTD+/16k/RMSEISTD+/16k/SSIMISTD+/Image Editing/LPIPSISTD+/Image Editing/PSNRISTD+/Image Editing/RMSEISTD+/Image Editing/SSIMISTD+/Shadow Removal/LPIPSISTD+/Shadow Removal/PSNRISTD+/Shadow Removal/RMSEISTD+/Shadow Removal/SSIM

Statistics

Papers
99
Benchmarks
9

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Tasks

16k2D Classification2D Object Detection3DImage EditingObject DetectionRGB Salient Object DetectionShadow Removal