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Co-training Transformer with Videos and Images Improves Action Recognition
March 1, 2022, 6:10 p.m. | Google AI (noreply@blogger.com)
Google AI Blog ai.googleblog.com
Action recognition has become a major focus area for the research community because many applications can benefit from improved modeling, such as video retrieval, video captioning, video question-answering, etc. Transformer-based approaches have recently demonstrated state-of-the-art performance on several benchmarks. While Transformer models require data to learn better visual priors compared to ConvNets, action recognition datasets are relatively small …
computer vision google brain images training transformer video analysis videos
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