HOw to achieve 94.8% of Accuracy about action_recognition HOT 9 CLOSED

@wuchaowei2012 you motivated me, I am re-running everything...

from action_recognition.

You get this with a random split 80/20, with the split0 (what is used on the notebook, you get 60%).
I will update the notebook to reflect the 94%

from action_recognition.

Which one is 94%, top1 accuracy, or top-5 accuracy?

from action_recognition.

top1

from action_recognition.

Bravo! By the way, how many epochs does it spend and the corresponding learning rate?

from action_recognition.

it is training right now, you will have to wait, I am squeezing some GPU between my models.
The split0 is pretty hard, with some classes with very little examples. That's why you get lower accuracy.

• 10 epochs, variable LR.

from action_recognition.

Did you train an epoch of this model and then change the learning rate in the next epoch?

from action_recognition.

Look at my last commit, you have the training.
I am unable to reproduce the 94% on 10 epochs, will have to try later with more epochs.more layers.
The learning rate is scheduled with a One Cycle policy.

from action_recognition.

I retrained and added the top5 accuracy metrics.

from action_recognition.