Towards High-Performance Object Detection: Task-Specific Design Considering Classification And Localization Separation

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Towards High-Performance Object Detection: Task-Specific Design Considering Classification And Localization Separation


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Towards High-Performance Object Detection: Task-Specific Design Considering Classification And Localization Separation

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Object detection performs two tasks (classification and localization) simultaneously. Two tasks share a similarity: they need robust features that effectively represent the visual appearance of the objects. However, two tasks also have different propertie
Object detection performs two tasks (classification and localization) simultaneously. Two tasks share a similarity: they need robust features that effectively represent the visual appearance of the objects. However, two tasks also have different propertie