training is slow !!

[Abd-Alrahman-Alahmar]

how do i increase the speed of the training ? it is too slow , also how to resume after pausing the training?

[felixchenfy]

• I'm not sure... I think the training shouldn't be slow even using CPU, because the features used for training are human's positions, whose feature dimensionality is pretty small. It should just take seconds.
  • What is slow is detecting human skeletons from the training images. You'll need GPU to make it faster.
• No, it's not supported --- I used the sklearn library's methods which don't support pausing/resuming the trainig

[DukeZacharia]

I think the amount of the dataset you used may be the main issue. I used a large amount of dataset and it took 2 days to train

Reduce the amount of dataset and it may work in seconds