Repetitive Action Counting
5 papers with code • 3 benchmarks • 3 datasets
Repetitive action counting aims to count the number of repetitive actions in a video.
Countix
UCFRep
RepCount
Most implemented papers
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild
materight/RepNet-pytorch
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CVPR 2020
We present an approach for estimating the period with which an action is repeated in a video.
TransRAC: Encoding Multi-scale Temporal Correlation with Transformers for Repetitive Action Counting
sviprepetitioncounting/transrac
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CVPR 2022
Existing methods focus on performing repetitive action counting in short videos, which is tough for dealing with longer videos in more realistic scenarios.
PoseRAC: Pose Saliency Transformer for Repetitive Action Counting
Moreover, we introduce a pose-level method, PoseRAC, which is based on this representation and achieves state-of-the-art performance on two new version datasets by using Pose Saliency Annotation to annotate salient poses for training.
Every Shot Counts: Using Exemplars for Repetition Counting in Videos
sinhasaptarshi/EveryShotCounts
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We propose an exemplar-based approach that discovers visual correspondence of video exemplars across repetitions within target videos.
Rethinking temporal self-similarity for repetitive action counting
Luoadore/RACnet
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The number of repeated actions is then inferred from the action start probabilities.
