OA-Mix is a general and effective data augmentation method for single-domain generalization in object detection. It increases image diversity while preserving important semantic features with multi-level transformations and object-aware mixing.
Source: Object-Aware Domain Generalization for Object DetectionPaper | Code | Results | Date | Stars |
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Task | Papers | Share |
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Autonomous Driving | 1 | 16.67% |
Domain Generalization | 1 | 16.67% |
Object | 1 | 16.67% |
Object Detection | 1 | 16.67% |
Object Localization | 1 | 16.67% |
Robust Object Detection | 1 | 16.67% |
Component | Type |
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🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |