Adapting Object Detectors with Conditional Domain Normalization

Real-world object detectors are often challenged by the domain gaps between different datasets. In this work, we present the Conditional Domain Normalization (CDN) to bridge the domain gap... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Unsupervised Domain Adaptation SIM10K to BDD100K CDN mAP@0.5 45.3 # 1

Methods used in the Paper


METHOD TYPE
Convolution
Convolutions