I have a dataset that has ~40k images. I want to upload them all using arifacts, i used run.add_dir(“path_to_dir_with_images”).
I also have a csv that contains the labels of these images as well as the name of the image. Is there a way to create a wandb.Table so that i can explore this csv but also to have a column called images that has a reference to the images from the artifact via the file name. So that when i do EDA i can look at the images that are in the artifact instead of adding a column “images” to the csv and populating it with wandb.Image objects and then uploading it as a wandb.Table?
Hey Milos,
Thank you for bringing that up! I will be looking into it internally and let you know as soon as possible.
Hey Milos,
Thank you very much for your patience!
Yes, there is a way you can create a wandb.Table that references images in your artifact via their file names.
Hello Milos,
Is everything alright with your query? Have you tried it?
@bill-morrisson . I am interested as well. Could you provide a reference about how to do so?
@bill-morrisson . Same here, I’m very interested in how to do this, as, in my case, the full table including wandb.Image objects does not fit in memory.
Still no updates? Am also interested in this