Object Detection - Groups

nuScene Dataset

The nuScene dataset contains images and annotations of objects in the scene.

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DETR

The dataset used in the paper is not explicitly described, but it is mentioned that it is a robotic task dataset.

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PASCAL VOC2012 Dataset

The PASCAL VOC2012 dataset is a benchmark for object detection, containing 1464 images with corresponding labeled object instances for 20 classes.

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OSDD

The OSDD dataset is a dataset tailored for state detection.

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COCO2017 Dataset

The COCO2017 dataset is utilized to evaluate the quantization performance for object detection task.

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KITTI-C

The KITTI-C dataset is a robustness benchmark for outdoor monocular depth estimation under data corruptions.

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KITTI tracking dataset

KITTI tracking dataset provides 21 training and 29 test sequences. The dataset provides 2D bounding box annotations for cars, pedestrians, and 6 other classes, but only the...

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Imagenette

The Imagenette dataset used in the paper for class density and dataset quality in high-dimensional, unstructured data.

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Caltech

The Caltech dataset is a benchmark for pedestrian detection, consisting of approximately 10 hours of video taken from a vehicle driving through Los Angeles.

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KITTI Benchmark Dataset

The KITTI benchmark dataset is used to evaluate the performance of the proposed method. The dataset contains large-scale outdoor sequences of images captured by a forward-facing...

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Epic-Kitchens VISOR Benchmark

Egocentric video dataset for object detection and segmentation

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Occ3D-nuScenes

Occupancy prediction plays a pivotal role in au-

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MIT-Adobe FiveK

The MIT-Adobe FiveK dataset, a large-scale dataset for image segmentation and object detection.

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Open Images Dataset

The dataset used in the experiment consists of 50 images equally distributed between five classes: aircraft, bird, bicycle, boat, and dog. Each class has 5 true positive images...

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Training dataset generation for bridge game registration

The proposed method of automatic dataset generation for cards detection and classification makes it possible to obtain any number of images of any size, which can be used to...

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PRW

Person search uniﬁes person detection and person re-identiﬁcation (Re-ID) to locate query persons from the panoramic gallery images. One major challenge comes from the...