BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection. (arXiv:2205.02717v1 [cs.CV])

Web: http://arxiv.org/abs/2205.02717

Temporal action detection (TAD) is extensively studied in the video
understanding community by following the object detection pipelines in images.
However, complex designs are not uncommon in TAD, such as two-stream feature
extraction, multi-stage training, complex temporal modeling, and global context
fusion. In this paper, we do not aim to introduce any novel technique for TAD.
Instead, we study a simple, straightforward, yet must-known baseline given the
current status of complex design and low efficiency in TAD. In our simple …

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