Detection Components Detection Settings Detection Paradigms Backbone Architecture Bounding Box Two-Stage

Detection Components Detection Settings Detection Paradigms Backbone Architecture Bounding Box Two-Stage Detectors VGG16, ResNet, DenseNet Pixel Mask One-Stage Detectors DeNet, Hourglass Net ⚙️ Learning Strategy Training Stage Testing Stage Data Augmentation Duplicate Removal Imbalance Sampling Model Acceleration Localization Refinement Others Cascade Learning Others 🎯 Applications & Benchmarks Applications Public Benchmarks Face Detection MSCOCO, Pascal VOC, Open Images Pedestrian Detection FDDB, WIDER FACE Others KITTI, ETH, CityPersons 🧠 Feature Learning Proposal Generation Feature Representation Traditional CV Methods Multi-scale Feature Learning Anchor-based Methods Region Feature Encoding Keypoint-based Methods Contextual Reasoning Other Methods Deformable Feature Learning

05.07.2025 06:23