mask2former

Masked-Attention Mask Transformer for Universal Image Segmentation

Reference

Cheng, Bowen, et al. "Masked-attention mask transformer for universal image segmentation." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022.

Prerequesites

• Compile and install external operators by executing the following instructions:

cd paddlepanseg/models/ops
cd ms_deform_attn
python setup.py install

Performance

COCO minival

Model	Backbone	Resolution	Training Iters	PQ	mIoU	mAP50	Links
Mask2Former	ResNet50-vd	1024x1024	370k	53.69%	63.22%	49.16%	config | model

• The models were trained using 4 GPUs.

Export

Currently, this model can NOT be exported.