Sangh0 / Object-Detection

Object Detection Paper Review and Implementation

Implement and Review paper related to Object Detection

• R-CNN (CVPR 2014)
• YOLO (CVPR 2016)
• RetinaNet (ICCV 2017)
• DETR (ECCV 2020)
• Generalized Focal Loss (NeurIPS 2020)
• Distance-IoU Loss (AAAI 2020)
• VarifocalNet (CVPR 2021)
• Distilling Object Detector (CVPR 2019)
• YOLOv7 (arxiv 2022)

What is Object Detection?

• Object Detection is a task that locates objects and classify their classes

Application of Object Detection

Self-driving and ADAS

CCTV Surveillance

OCR

• source : self-driving cars, cctv, ocr