Lightweight target detection for the field flat jujube based on improved YOLOv5

S Li, S Zhang, J Xue, H Sun - Computers and Electronics in Agriculture, 2022 - Elsevier
The efficient detection of the flat jujube in a complex natural environment has great
significance in intelligent agricultural operations. Aiming at the problems of the low detection …

Ceramic tile surface defect detection based on deep learning

G Wan, H Fang, D Wang, J Yan, B **e - Ceramics International, 2022 - Elsevier
Ceramic tiles are widely used in the construction field. In actual production, the difficulty in
extracting texture ceramic tile features and the small size of defects lead to low detection …

Hr-nas: Searching efficient high-resolution neural architectures with lightweight transformers

M Ding, X Lian, L Yang, P Wang… - Proceedings of the …, 2021 - openaccess.thecvf.com
High-resolution representations (HR) are essential for dense prediction tasks such as
segmentation, detection, and pose estimation. Learning HR representations is typically …

KCPNet: Knowledge-driven context perception networks for ship detection in infrared imagery

Y Han, J Liao, T Lu, T Pu, Z Peng - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Ship detection plays a crucial role in a variety of military and civilian marine inspection
applications. Infrared images are irreplaceable data sources for ship detection due to their …

YOLOv5-ASFF: A Multistage Strawberry Detection Algorithm Based on Improved YOLOv5

Y Li, J Xue, M Zhang, J Yin, Y Liu, X Qiao, D Zheng… - Agronomy, 2023 - mdpi.com
The smart farm is currently a hot topic in the agricultural industry. Due to the complex field
environment, the intelligent monitoring model applicable to this environment requires high …

An improved lightweight YOLOv5 algorithm for detecting strawberry diseases

S Chen, Y Liao, F Lin, B Huang - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes an improved lightweight YOLOv5 model for the real-time detection of
strawberry diseases. The ghost convolution (GhostConv) module is incorporated into the …

Learning dynamic network using a reuse gate function in semi-supervised video object segmentation

H Park, J Yoo, S Jeong… - Proceedings of the …, 2021 - openaccess.thecvf.com
Current state-of-the-art approaches for Semi-supervised Video Object Segmentation (Semi-
VOS) propagates information from previous frames to generate segmentation mask for the …

LFCNet: A lightweight fish counting model based on density map regression

Y Zhao, W Li, Y Li, Y Qi, Z Li, J Yue - Computers and Electronics in …, 2022 - Elsevier
Accurate counting of fish is a fundamental task of fish farming and crucial for density
regulation, bait planning, and economic benefit evaluation. However, computational …

A lightweight crop pest detection algorithm based on improved Yolov5s

J Zhang, J Wang, M Zhao - Agronomy, 2023 - mdpi.com
The real-time target detection of crop pests can help detect and control pests in time. In this
study, we built a lightweight agricultural pest identification method based on modified …

Real-Time Detection of Apple Leaf Diseases in Natural Scenes Based on YOLOv5

H Li, L Shi, S Fang, F Yin - Agriculture, 2023 - mdpi.com
Aiming at the problem of accurately locating and identifying multi-scale and differently
shaped apple leaf diseases from a complex background in natural scenes, this study …