Hi, your results are really interesting, and we want to try the method on our own dataset to see if it outperforms SAM.
However, I have a few questions regarding the training process, specifically about the train.sh script. Some guidance would be greatly appreciated on the following points:
Custom Dataset for Unsupervised Part
In the script, I see the following line:
export DETECTRON2_DATASETS=/PATH/TO/YOUR/DATASETS
Is this where I should place my custom dataset for the unsupervised part? I'm a bit confused because, according to this README, I need to place the dataset in the tsv directory. Isn’t that in a supervised format?
Supervised Dataset
Another line in the script is:
export TRAIN_DATASETS=/PATH/TO/YOUR/SA-1B
Is this where I should place my supervised dataset in the SA-1B format?
Running the Script
Is train.sh the only script I need to run to obtain a custom model?
UnSAM+ Model
Lastly, how can I go about obtaining a UnSAM+ model?
Hi, your results are really interesting, and we want to try the method on our own dataset to see if it outperforms SAM.
However, I have a few questions regarding the training process, specifically about the train.sh script. Some guidance would be greatly appreciated on the following points:
Custom Dataset for Unsupervised Part In the script, I see the following line:
export DETECTRON2_DATASETS=/PATH/TO/YOUR/DATASETS
Is this where I should place my custom dataset for the unsupervised part? I'm a bit confused because, according to this README, I need to place the dataset in the tsv directory. Isn’t that in a supervised format?Supervised Dataset Another line in the script is:
export TRAIN_DATASETS=/PATH/TO/YOUR/SA-1B
Is this where I should place my supervised dataset in the SA-1B format?Running the Script Is train.sh the only script I need to run to obtain a custom model?
UnSAM+ Model Lastly, how can I go about obtaining a UnSAM+ model?