MasterBin-IIAU/UNINEXT

[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

PythonCudaC++Shellperceptionobject-detectionobject-trackingsingle-object-trackinginstance-segmentationmultiple-object-trackingvideo-object-segmentationunified-modelreferring-expression-segmentationreferring-expression-comprehensionvideo-instance-segmentationmulti-object-tracking-segmentationreferring-video-object-segmentation
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Universal Instance Perception as Object Discovery and Retrieval This is the official implementation of the paper Universal Instance Perception as Object Discovery and Retrieval. News 🏆 We are the runner-up in Segmentation in the Wild challenge. 🏆 We are the winner of BDD100K MOT Challenge and the runner-up of BDD MOTS Challenge on CVPR2023 workshop. Highlight UNINEXT is accepted by CVPR2023. UNINEXT reformulates diverse instance perception tasks into a unified object discovery and retrieval paradigm...
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