Object Detection

Frameworks for Object Detection

article on region-based object detectors

article on single shot object detectors(SSD, YOLO), FPN and Focal Loss

Evaluation Metrics

mAP (mean Average Precision)

an article worth reading

open source project on this topic, Object-Detection-Metrics

Face Recognition

• bisample learning (ID-selfie pair);
• domain-specific representation;
• few-shot learning, meta-learning;
• heterogeneous face recognition, i.e. feature of different modalities (NIR, VIS etc.)
• transfer learning