A review on multiscale-deep-learning applications
In general, most of the existing convolutional neural network (CNN)-based deep-learning
models suffer from spatial-information loss and inadequate feature-representation issues …
models suffer from spatial-information loss and inadequate feature-representation issues …
Automated glaucoma screening and diagnosis based on retinal fundus images using deep learning approaches: A comprehensive review
Glaucoma is a chronic eye disease that may lead to permanent vision loss if it is not
diagnosed and treated at an early stage. The disease originates from an irregular behavior …
diagnosed and treated at an early stage. The disease originates from an irregular behavior …
Detection of Camellia oleifera Fruit in Complex Scenes by Using YOLOv7 and Data Augmentation
D Wu, S Jiang, E Zhao, Y Liu, H Zhu, W Wang… - Applied sciences, 2022 - mdpi.com
Rapid and accurate detection of Camellia oleifera fruit is beneficial to improve the picking
efficiency. However, detection faces new challenges because of the complex field …
efficiency. However, detection faces new challenges because of the complex field …
A review of deep learning techniques for lung cancer screening and diagnosis based on CT images
One of the most common and deadly diseases in the world is lung cancer. Only early
identification of lung cancer can increase a patient's probability of survival. A frequently used …
identification of lung cancer can increase a patient's probability of survival. A frequently used …
Lightweight detection algorithm of kiwifruit based on improved YOLOX-s
J Zhou, W Hu, A Zou, S Zhai, T Liu, W Yang, P Jiang - Agriculture, 2022 - mdpi.com
Considering the high requirements of current kiwifruit picking recognition systems for mobile
devices, including the small number of available features for image targets and small-scale …
devices, including the small number of available features for image targets and small-scale …
Yolo-based model for automatic detection of broiler pathological phenomena through visual and thermal images in intensive poultry houses
The increasing broiler demand due to overpopulation and meat imports presents challenges
in poultry farming, including management, disease control, and chicken observation in …
in poultry farming, including management, disease control, and chicken observation in …
MYOLO: a lightweight fresh shiitake mushroom detection model based on YOLOv3
P Cong, H Feng, K Lv, J Zhou, S Li - Agriculture, 2023 - mdpi.com
Fruit and vegetable inspection aids robotic harvesting in modern agricultural production. For
rapid and accurate detection of fresh shiitake mushrooms, picking robots must overcome the …
rapid and accurate detection of fresh shiitake mushrooms, picking robots must overcome the …
A lightweight neural network-based method for detecting estrus behavior in ewes
L Yu, Y Pu, H Cen, J Li, S Liu, J Nie, J Ge, L Lv, Y Li… - Agriculture, 2022 - mdpi.com
We propose a lightweight neural network-based method to detect the estrus behavior of
ewes. Our suggested method is mainly proposed to solve the problem of not being able to …
ewes. Our suggested method is mainly proposed to solve the problem of not being able to …
Automated Ground Truth Annotation for Forest and Non-Forest Classification in Satellite Remote Sensing Images
IM Jelas, MA Zulkifley… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Accurate ground truth annotation plays a vital role in training and evaluating deep learning
models for forest and non-forest classification tasks. This paper introduces a robust …
models for forest and non-forest classification tasks. This paper introduces a robust …
Semantic Network: A Brief Review of its Datasets
M Trovati, S Awan - … on Intelligent Networking and Collaborative Systems, 2022 - Springer
Semantic networks are graphical representations, in terms of nodes and edges, of words
and phrases from the linguistics vocabulary to form a meaning and relation between them to …
and phrases from the linguistics vocabulary to form a meaning and relation between them to …