This repo serves as a hub for the action recognition course.
Warning
Though you can run the notebooks locally, the labs are meant to be executed on google colab !
Before starting, make sure you have access to a google colab account. You can have limited access to T4 GPUs for free which should be enough for the course.
It contains :
- The slides
- Lab1 (~2h)
- Getting used to kinetics400
- Using slowfast
- Using TSM
- Using TSN
- Bonus : a live video feed demo
- Lab2 (~2h)
- Gathering custom data
- Creating a dataset & dataloader
- Fine tuning a model
- Gathering metrics for solution case-study