Training code for GeM baseline

[LexiBender]

Where is a training code to train GeM baseline? https://github.com/facebookresearch/isc2021/blob/master/baselines/GeM_baseline.py

[jayqi]

Hi @LexiBender, welcome to the competition. The script you linked is indeed the code for the GeM (a.k.a. MultGrain) baseline model. That model uses a pretrained model (so no training in that script) and a PCA stage that is trained on the training images.

The repo for the baseline models has some walkthroughs for using the GeM/MultiGrain model. If you’re looking for more details about the pretrained MultiGrain model, that first walkthrough page (#4) includes some links to the original MultiGrain paper and its accompanying GitHub repo.

• isc2021/4_multigrain_subset.md at master · facebookresearch/isc2021 · GitHub
• isc2021/5_multigrain_full.md at master · facebookresearch/isc2021 · GitHub

Hope that helps!

[LexiBender]

Thank you for the response, got it!

[alexsunny123]

@jayqi

Hi @LexiBender, welcome to the competition. The script you linked is indeed the code for the GeM (a.k.a. MultGrain) baseline model. That model uses a pretrained model (so no training in that script) and a PCA stage that is trained on the training images.

The repo for the baseline models has some walkthroughs for using the GeM/MultiGrain model. If you’re looking for more details about the pretrained MultiGrain model, that first walkthrough page (#4) includes some links to the original MultiGrain paper and its accompanying GitHub repo.

thanks for the awesome information.

[alexsunny123]

@alexsunny123

@jayqi

Hi @LexiBender, welcome to the competition. The script you linked is indeed the code for the GeM (a.k.a. MultGrain) baseline model. That model uses a pretrained model (so no training in that script) and a PCA stage that is trained on the training images.

The repo for the baseline models has some walkthroughs for using the GeM/MultiGrain model. If you’re looking for more details about the pretrained MultiGrain model, that first walkthrough page (#4) includes some links to the original MultiGrain paper and its accompanying GitHub repo. https://ometv.onl https://chatroulette.top

thanks for the awesome information.

thanks my issue has been fixed.