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SysCV / transfiner

Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
https://www.vis.xyz/pub/transfiner
Apache License 2.0
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Strange visualization result. #38

Closed Rapisurazurite closed 2 years ago

Rapisurazurite commented 2 years ago

When I executed the visualization command python3 demo/demo.py --config-file configs/transfiner/mask_rcnn_R_50_FPN_3x.yaml ----input 'demo/sample_imgs/000000018737.jpg' --opts MODEL.WEIGHTS ./pretrained_model/output_3x_transfiner_r50.pth The result of segmenting the picture 000000018737.jpg in the demo is strange, why is this? My pytorch version is 1.10, is it a problem caused by the pytorch version?

000000018737.jpg 000000018737 000000321214.jpg 000000321214 000000132408.jpg 000000132408

lkeab commented 2 years ago

That's due to some incorrect bounding box detection results in small backbone. You can eliminate it by setting higher confidence thresholds or change to lager backbone.