Are Sampling Heuristics Necessary in Object Detectors?

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Summary

It is revealed that, by decoupling objectness estimation from classification to transfer the imbalance, the sampling heuristics could be abandoned in object detectors with equivalent performance than their vanilla models.

Type
article
Published
2019-09-11
Cited by
0
References
54
Access
Open access

Keywords

Computer science, Sampling (signal processing), Heuristics, Artificial intelligence, Pascal (unit)

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