WebApr 1, 2024 · To solve the existing problems that the relative position detection method of hydraulic support in comprehensive coal mining faces, such as complex detection equipment, has poor flexibility and maintainability, we propose a method of hydraulic support relative position detection in coal mining faces based on object detection … WebFeb 5, 2024 · In recent years, researchers have proposed some more lightweight object detection methods [24]. YOLOv3-tiny and YOLOv4-tiny are representative works, which are …
Object Detection in 2024: The Definitive Guide - viso.ai
WebWhite blood cell (WBC) detection in microscopic images is indispensable in medical diagnostics; however, this work, based on manual checking, is time-consuming, labor-intensive, and easily results in errors. Using object detectors for WBCs with deep convolutional neural networks can be regarded as a feasible solution. WebIn the experiment, compared with YOLOv3 and YOLOv3-tiny, Lightweight-YOLOv3 which performs well on detection accuracy and speed is effective and compact for vehicle and … truline billing services llc
A Survey on Lightweight CNN-Based Object Detection Algorithms …
WebJun 8, 2024 · The research field of object detection has been a hotspot in computer vision. However, most of the one-stage lightweight object detection models based on the deep … WebOct 9, 2024 · Lightweight object detection networks for mobile devices have excellent real-time performance but also lead to a non-negligible loss of accuracy. Dilated convolution. Dilated convolution was first proposed by Deeplab . It uses a sparse convolution operation to generate a higher resolution feature graph while maintaining the same parameters and ... WebApr 7, 2024 · Download PDF Abstract: Small object detection requires the detection head to scan a large number of positions on image feature maps, which is extremely hard for computation- and energy-efficient lightweight generic detectors. To accurately detect small objects with limited computation, we propose a two-stage lightweight detection … truline .5a 2.5w 24vdc plaster-in led system