Article

Small target detection algorithm based on attention mechanism and data augmentation

2023-06-29

Abstract excerpt

<title>Abstract</title> <p>The detection of masks is of great significance to the prevention of occupational diseases such as infectious diseases and dust diseases. For the problems of small target size, large number of targets, and mutual occlusion in mask-wearing detection, a mask-wearing detection algorithm based on improved YOLOv5s is proposed in present work. First, the ultra-lightweight attention mechanism...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: caad07ce-6580-5b5f-b9fc-a771f4849517
DOI: 10.21203/rs.3.rs-3103384/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Small target detection algorithm based on attention mechanism and data augmentationDOI 10.21203/rs.3.rs-3103384/v1Read

YOLOv8n-DSRS:Road Disease Detection Based on Multiscale Dual-Path Feature Reorganization with Selective Kernel NetworksSemantic proximity Read

Protection from Particulate Matter and Infection: Thermal Imaging and Deep Learning-based Fit-checking of Quasi-drug MasksSemantic proximity Read

An improved YOLOv5 model based on visual attention mechanism: Application to recognition of tomato virus diseaseSemantic proximity Read

Early detection of tongue cancer using a convolutional neural network and evaluation of the effectiveness of EfficientNetSemantic proximity Read

YOLOv11-RCDWD: A New Efficient Model for Detecting Maize Leaf Diseases Based on the Improved YOLOv11Semantic proximity Read

MAGNet: A camouflaged object detection network simulating the observation effect of a magnifierSemantic proximity Read

Improvement of RT-DETR model for ground glass pulmonary nodule detectionSemantic proximity Read

Expanded and Filtered Features based ELM Model for Thyroid Disease ClassificationSemantic proximity Read

An Ensemble Learning Approach using Self-Supervised and Meta-Learning for Few-Shot Pneumonia Detection in Chest X-Ray ImagesSemantic proximity Read

Lightweight Real-Time Detection Transformer for Tomato Leaf Disease Recognition in Complex Agricultural ScenariosSemantic proximity Read

CCS: A Continuous Spatial-Semantic Concordance Score for Robust Evaluation of Object Detection ModelsSemantic proximity Read

EMS-Resnet-DA Model With Perception Attention Mechanism for Effective Tissue Classification in Emphysema DiagnosisSemantic proximity Read