Do you need assistance to complete your work?

[ofirkris]

Hello, great effort on this implementation.

Suggestion - updating face detection to use YoloNas for facial detection.
Is the Main Teacher model outperforming Spiga?
Would you need GPU resources / other assistance to complete your work? How far are you from achieving SoTa results?

[610265158]

Hi, thanks for the suggestion.
For face detection, I think YoloNas will be a good model, but i have no pan to train it for now.

The teacher model achieves a little better than Spiga, however i am not familiar with Spiga.

Gpu resources is not a key problem here, because dataset is small. However, with more compute resources, the experiments will run faster, and also, bigger model should achieves better result.

I am still running the model with some params tunning. And maybe testing on other datasets with the same model.