Torchvision 0.4 with Support for Video: A Quick Introduction
summary
torchvision 0.4 adds first‑class video support: efficient IO primitives that read/write video (and audio) on the fly so no pre‑conversion is needed, standard video datasets exposed as torch.utils.data.Dataset/ DataLoader, and action‑recognition models pretrained on Kinetics-400 (400 classes). It also ships reference training scripts so training code, checkpoints and speed/accuracy tradeoffs are runnable end to end and reproducible.
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chapters (6)
- 0:00Introduction
- 2:40Data Sets
- 3:10Transforms Transport
- 3:55Models
- 5:18Detection Models
- 7:25Reference scripts
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