main webpage W Topic Object Detection arXiv (Cornell University) PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices 2021 The better accuracy and efficiency trade-off has been a challenging problem in object detection. In this work, we are dedicated to studying key optimizations and neural network architecture choices for object detection to improve accuracy and efficiency. We i… Article Open Object Detection Open Article Page

Object Detection

Computer technology related to computer vision and image processing Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos. Well-researched domains of object detection include face detection and pedestrian detection. Object detection has applications in many areas of computer vision, including image retrieval and video surveillance. … Critical Symbolic Virtual Narrative Open Object Detection Open Article Page

Exploring foci of: arXiv (Cornell University) PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices 2021 The better accuracy and efficiency trade-off has been a challenging problem in object detection. In this work, we are dedicated to studying key optimizations and neural network architecture choices for object detection to improve accuracy and efficiency. We investigate the applicability of the anchor-free strategy on lightweight object detection models. We enhance the backbone structure and design the lightweight structure of the neck, which improves the feature extraction ability of the network. We improve label … Open Article Page

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Explore Object Detection W Topic Object Detection arXiv (Cornell University) PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices 2021 The better accuracy and efficiency trade-off has been a challenging problem in object detection. In this work, we are dedicated to studying key optimizations and neural network architecture choices for object detection to improve accuracy and efficiency. We i… Article Critical Symbolic Virtual Narrative Open Object Detection Open Article Page