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Datasets/A2D

A2D

Actor-Action Dataset

VideosCustom (non-commercial)Introduced 2015-06-01

A2D (Actor-Action Dataset) is a dataset for simultaneously inferring actors and actions in videos. A2D has seven actor classes (adult, baby, ball, bird, car, cat, and dog) and eight action classes (climb, crawl, eat, fly, jump, roll, run, and walk) not including the no-action class, which we also consider. The A2D has 3,782 videos with at least 99 instances per valid actor-action tuple and videos are labeled with both pixel-level actors and actions for sampled frames. The A2D dataset serves as a large-scale testbed for various vision problems: video-level single- and multiple-label actor-action recognition, instance-level object segmentation/co-segmentation, as well as pixel-level actor-action semantic segmentation to name a few.

Benchmarks

16k/Mean IoU2D Classification/Mean IoU2D Object Detection/Mean IoU3D/Mean IoUObject Detection/Mean IoU

Related Benchmarks

A2D Sentences/Instance Segmentation/APA2D Sentences/Instance Segmentation/IoU meanA2D Sentences/Instance Segmentation/IoU overallA2D Sentences/Instance Segmentation/Precision@0.5A2D Sentences/Instance Segmentation/Precision@0.6A2D Sentences/Instance Segmentation/Precision@0.7A2D Sentences/Instance Segmentation/Precision@0.8A2D Sentences/Instance Segmentation/Precision@0.9A2D Sentences/Referring Expression Segmentation/APA2D Sentences/Referring Expression Segmentation/IoU meanA2D Sentences/Referring Expression Segmentation/IoU overallA2D Sentences/Referring Expression Segmentation/Precision@0.5A2D Sentences/Referring Expression Segmentation/Precision@0.6A2D Sentences/Referring Expression Segmentation/Precision@0.7A2D Sentences/Referring Expression Segmentation/Precision@0.8A2D Sentences/Referring Expression Segmentation/Precision@0.9A2Dre test/Instance Segmentation/Mean IoUA2Dre test/Instance Segmentation/Overall IoUA2Dre test/Referring Expression Segmentation/Mean IoUA2Dre test/Referring Expression Segmentation/Overall IoU

Statistics

Papers
42
Benchmarks
5

Links

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Tasks

16k2D Classification2D Object Detection3DObject Detection