chenhaoxing / DiffusionInst

This repo is the code of paper "DiffusionInst: Diffusion Model for Instance Segmentation" (ICASSP'24).

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Pre-trained Weights

selinkoles opened this issue · comments

Hi,
The link you provided here is not working. Can you please help?
"We now provide trained models for ResNet-50 and ResNet-101.
https://pan.baidu.com/s/1KEdjNY3CSXWp0VFwkhRKYg, pwd: jhbv."

Hi, this url is for the diffusioninst after trained, which can be evaluated on COCO. If you are finding pretrained weights, they are in the getting-started doc.
See:
3. Prepare pretrain models
DiffusionInst uses three backbones including ResNet-50, ResNet-101 and Swin-Base. The pretrained ResNet-50 model can be downloaded automatically by Detectron2.

DiffusionDet provide pretrained ResNet-101 and Swin-Base which are compatible with Detectron2. Please download them to DiffusionInst_ROOT/models/ before training.

Thank you for your quick response, however i can't even open the provided links above as ResNet-101 and SwinBase and ResNet-50. And are these weighrs for COCO or LVIS?

Sorry for this problem. We have fixed it. You can try it.

Thankss, so these are for COCO or LVIS? And do I need pth file to train/evaluate the model or can i use directly pkl file you uploaded now?

The pretrained weights are utilized for both two datasets. To train our model, you should load the pre-trained weights. If you only want to evaluate our model, you can load the trained model for only evaluation.