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BestJuly avatar BestJuly commented on August 18, 2024

Hi, @yxlijun

不太清楚你对短视频的定义是什么样的。对于视频中常用的数据集而言,UCF101/HMDB51/Kinetics/Something-something/..., 这些数据集里本身就是裁剪好的短视频,通常一个视频十几秒。

对于效果而言,评价标准多种多样。从video retrieval和video recognition上来讲,论文里对于这两点都有实验论证。

在Readme里也有提及,本方法理论上可以泛化到

  • 不同的模型;
  • 不同的自监督学习(contrastive learning)的方法;
  • 视频特征下游的任务 (by fine-tuning).

from iic.

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