Exclusively Dark (ExDark) Image Dataset

by C.S. ChanUnknown

Exclusively Dark (ExDark) Image Dataset

In order to facilitate a new object detection and image enhancement research particularly in the low-light environment, we introduce the Exclusively Dark (ExDark) dataset (CVIU2019). The Exclusively Dark (ExDARK) dataset is a collection of 7,363 low-light images from very low-light environments to twilight (i.e 10 different conditions) with 12 object classes (similar to PASCAL VOC) annotated on both image class level and local object bounding boxes.

Dataset Attributes

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TasksDetection, Image Sharpening
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CategoriesLow Light, Lighting, Illumination, Night
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SensorRGB Camera, Web sampling

Class Labels

BicycleBoatBottleBusCarCatChairCupDogMotorbikePeopleTable