Dumping face embeddings is too slow

frankier / skelshop

📺 📰 🧑‍💼 Toolkit for skeleton & face analysis of talking heads (e.g. news) videos 🧑‍💼 📰 📺

https://frankier.github.io/skelshop

MIT License

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Open frankier opened 3 years ago

frankier commented 3 years ago

Increase batch size
- Adaptive batch size
dlib seems to barely be using GPU. Why?
Video reading could be a bottleneck
- Threading/multiprocessing?
- https://github.com/dmlc/decord

frankier commented 3 years ago

HDF writing improvements