kinetics-i3d
kinetics-i3d copied to clipboard
deepmind
How can I train my own model?
Hi, you can train the model in the usual way. Try looking at some image classification training examples. The steps are as follows: 1. Get training data (videos + ground truth), 2. Load pre-trained I3D model weights, 3. optimize them using SGD to fit to your data.
The only difference to image classification example code available on the web is that you'll be loading video data, typically sets of 64-frame clips. You may want to create some preprocessing code if you want to do data augmentation.
Joao
On Thu, Sep 20, 2018 at 8:32 AM Mykola Baranov [email protected] wrote:
Same question
— You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub https://github.com/deepmind/kinetics-i3d/issues/22#issuecomment-423072668, or mute the thread https://github.com/notifications/unsubscribe-auth/AO6qaj-m8fdygqNzu6ar1Cqgz75qRj8nks5uc0SlgaJpZM4Tf0Xl .
Hi, you can train the model in the usual way. Try looking at some image classification training examples. The steps are as follows: 1. Get training data (videos + ground truth), 2. Load pre-trained I3D model weights, 3. optimize them using SGD to fit to your data. The only difference to image classification example code available on the web is that you'll be loading video data, typically sets of 64-frame clips. You may want to create some preprocessing code if you want to do data augmentation. Joao … On Thu, Sep 20, 2018 at 8:32 AM Mykola Baranov @.***> wrote: Same question — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#22 (comment)>, or mute the thread https://github.com/notifications/unsubscribe-auth/AO6qaj-m8fdygqNzu6ar1Cqgz75qRj8nks5uc0SlgaJpZM4Tf0Xl .
Hi, could you please explain more in detail? Thanks.
