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Instance Segmentation

Open Kavindu404 opened this issue 10 months ago • 6 comments

Hi!

I was able to train and fine tune on custom datasets and the performance is far better than other SOTA models (lmk if anyone needs help, more than happy to assist). I am wondering whether there will be a release for the instance segmentation part or not. It would be helpful if there is clear instructions to update the architecture.

Kavindu404 avatar Feb 20 '25 21:02 Kavindu404

Hi,

Can the dataset format to train yolov11 be used to train d-fine?

ijnrghjkdsmigywneig203 avatar Feb 23 '25 19:02 ijnrghjkdsmigywneig203

Hi,

Can the dataset format to train yolov11 be used to train d-fine?

Yes, but you will have to make the category_id 0-indexed. Make sure you put num_classes as n+1 in the yaml file, where n is the number of classes in the dataset. This is assuming that your initial dataset is in coco format which yolo requires.

Kavindu404 avatar Feb 23 '25 19:02 Kavindu404

Hello, how did you fine-tune the model? The fine-tuning parameters need to be modified. My attempt to fine-tune the effect is not very ideal. Please help me very much thank you for your help.

S130111 avatar Feb 24 '25 02:02 S130111

Hello, how did you fine-tune the model? The fine-tuning parameters need to be modified. My attempt to fine-tune the effect is not very ideal. Please help me very much thank you for your help.

Please provide more information (e.g., errors you are getting, dataset etc.) so I can help you

Kavindu404 avatar Mar 03 '25 01:03 Kavindu404

Hi!

I was able to train and fine tune on custom datasets and the performance is far better than other SOTA models (lmk if anyone needs help, more than happy to assist). I am wondering whether there will be a release for the instance segmentation part or not. It would be helpful if there is clear instructions to update the architecture.

https://github.com/talebolano/Contourformer

jstacer1 avatar Mar 11 '25 07:03 jstacer1

Would really love it if you'd integrate the work from ContourFormer !!

Would make me pick d-fine over rf-detr

GeorgePearse avatar May 06 '25 15:05 GeorgePearse