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shinya7y / UniverseNet

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)
Apache License 2.0
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Any technical reports? #2

Closed lucasjinreal closed 3 years ago

lucasjinreal commented 4 years ago

Model architecture design and speed comparsion with other models?

shinya7y commented 4 years ago

No technical report for now.

Model architecture: Overall architectures are as shown in the files in configs/base/models. For the architecture of each part, please see the papers of ATSS, SEPC, Res2Net, DCN, and GFL, especially Figure 5 in the SEPC paper.

Speed comparison: Please see fps on COCO and fps on Waymo Open. The results of other methods in the speed/accuracy trade-offs graph are based on papers or github.

shinya7y commented 3 years ago

https://arxiv.org/abs/2103.14027 I submitted a paper to arXiv. Thank you for waiting.

coco_ap_time_epoch