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Epic-Kitchens-100
The Epic-Kitchens-100 dataset contains 97 verb and 300 noun classes with actions defined by the combination of nouns and verbs. -
Something-Something-V1 and V2
The Something-Something-V1 and V2 dataset contains 174 human action categories with 108K and 220K videos. -
UCF101: A Dataset of 101 Human Actions Classes from Videos in the Wild
The authors used the UCF101, HMDB51, and Diving48 datasets to evaluate the performance of their proposed algorithm. -
Human Action Recognition
The Human Action Recognition dataset is used for human action recognition tasks. -
Pose-Aware Video Transformers
Human perception of surroundings is often guided by the various poses present within the environment. Many computer vision tasks, such as human action recognition and robot... -
Something-Something V1
Video classification is a fundamental problem in many video-based tasks. Applications such as autonomous driving technology, controlling drones and robots are driving the demand... -
Mini-Kinetics-200
Mini-Kinetics-200: A dataset of 200 human action classes from videos in the wild. -
HMDB51 Human Action Recognition Dataset
The HMDB51 dataset is a large-scale video dataset for human action recognition. -
UCF-101 Human Action Recognition Dataset
The UCF-101 dataset is a large-scale video dataset for human action recognition. -
Kinetics Human Action Video Dataset
The Kinetics dataset is a large-scale video dataset for human action recognition. -
Kinetics-400
Motion has shown to be useful for video understanding, where motion is typically represented by optical flow. However, computing flow from video frames is very time-consuming.... -
AVA-Kinetics
The AVA-Kinetics dataset is a video dataset of localized human actions. -
UCF-101: A dataset of 101 human actions classes from videos in the wild
UCF-101: A dataset of 101 human actions classes from videos in the wild.