Messatsu92 OP t1_isawbhe wrote on October 14, 2022 at 3:51 PM

Reply to comment by echo666k in [D] - Data Labelling - Computer Vision with 10k labels by Messatsu92

Thanks for this information!

About my use case, I've to list 100k pictures with 10k labels. For each picture, the user have to use the object detection to detect the item, then he has to annotate (by chosing one of the 10k labels of items)

Trying to figure out if there's a workaround or software that maybe could fit with my needs...

Messatsu92 OP t1_isaw7mw wrote on October 14, 2022 at 3:51 PM

Reply to comment by Left_Boat_3632 in [D] - Data Labelling - Computer Vision with 10k labels by Messatsu92

Exactly, it's definitely an issue with the amount of labels.

About my use case, I've to list 100k pictures with 10k labels. For each picture, the user have to use the object detection to detect the item, then he has to annotate (by chosing one of the 10k labels of items)

Trying to figure out if there's a workaround or software that maybe could fit with my needs...

Messatsu92 OP t1_isauci0 wrote on October 14, 2022 at 3:38 PM

Reply to comment by Left_Boat_3632 in [D] - Data Labelling - Computer Vision with 10k labels by Messatsu92

I've tried with just 1 little picture (400kb, 512*512), it's working, but when I add the 10k labels into the JSON, unfortunately CVAT, Label Studio etc. lag a lot or don't work at all (freeze).

Messatsu92 OP t1_isatha6 wrote on October 14, 2022 at 3:33 PM

Reply to comment by echo666k in [D] - Data Labelling - Computer Vision with 10k labels by Messatsu92

Thank you u/echo666k! I've already tried with Label Studio and it lags a lot. AFAIK labelimg is used into Label Studio, so I'm not sure if labelimg could manage something that Label Studio isn't capable of?

Messatsu92 OP t1_isat4q8 wrote on October 14, 2022 at 3:30 PM

Reply to comment by Left_Boat_3632 in [D] - Data Labelling - Computer Vision with 10k labels by Messatsu92

>labelimg

Thanks for your suggestion. Unfortunately I have to keep them with the best quality possible, but I don't think that it's related to the pictures.
I've tried with Label Studio & CVAT to create a new project from scratch with 1 low quality picture and 10k labels and it doesn't work (or lags a lot).