[HTML][HTML] A comprehensive review of yolo architectures in computer vision: From yolov1 to yolov8 and yolo-nas

J Terven, DM Córdova-Esparza… - Machine Learning and …, 2023 - mdpi.com
YOLO has become a central real-time object detection system for robotics, driverless cars,
and video monitoring applications. We present a comprehensive analysis of YOLO's …

Yolov1 to v8: Unveiling each variant–a comprehensive review of yolo

M Hussain - IEEE Access, 2024 - ieeexplore.ieee.org
This paper implements a systematic methodological approach to review the evolution of
YOLO variants. Each variant is dissected by examining its internal architectural composition …

Deep neural network based date palm tree detection in drone imagery

T Jintasuttisak, E Edirisinghe, A Elbattay - Computers and Electronics in …, 2022 - Elsevier
Date palm trees are an important economic crop in the Arabian Peninsula, Middle East, and
North Africa. Counting the numbers and determining the locations of date palm trees are …

Diagnosis of Brain Tumor Using Light Weight Deep Learning Model with Fine‐Tuning Approach

T Shelatkar, Urvashi, M Shorfuzzaman… - … Methods in Medicine, 2022 - Wiley Online Library
Brain cancer is a rare and deadly disease with a slim chance of survival. One of the most
important tasks for neurologists and radiologists is to detect brain tumors early. Recent …

A YOLO-based real-time packaging defect detection system

DL Pham, TW Chang - Procedia Computer Science, 2023 - Elsevier
Managing the quality of products is one of the primary concerns in manufacturing production
to obtain better operational efficiency in factories. In recent years, there have been …

Convolutional neural network and its pretrained models for image classification and object detection: A survey

B Jena, GK Nayak, S Saxena - Concurrency and Computation …, 2022 - Wiley Online Library
At present, in the age of computers and automation of services, deep learning (DL)
technology, mainly the subset of machine learning (ML) and artificial intelligence (AI), is …

Identifying images of dead chickens with a chicken removal system integrated with a deep learning algorithm

HW Liu, CH Chen, YC Tsai, KW Hsieh, HT Lin - Sensors, 2021 - mdpi.com
The chicken industry, in which broiler chickens are bred, is the largest poultry industry in
Taiwan. In a traditional poultry house, breeders must usually observe the health of the …

Skin cancer diagnosis with YOLO deep neural network

N Aishwarya, KM Prabhakaran, FT Debebe… - Procedia Computer …, 2023 - Elsevier
Skin cancer is an uncontrolled growth of abnormal cells in the human body. It is usually
caused by the sun's harmful rays. Studies indicate that there is much research going on to …

Automated classification of rheumatoid arthritis, osteoarthritis, and normal hand radiographs with deep learning methods

K Üreten, HH Maraş - Journal of Digital Imaging, 2022 - Springer
Rheumatoid arthritis and hand osteoarthritis are two different arthritis that causes pain,
function limitation, and permanent joint damage in the hands. Plain hand radiographs are …

Detection of cervical cancer cells in complex situation based on improved YOLOv3 network

D Jia, Z He, C Zhang, W Yin, N Wu, Z Li - Multimedia tools and …, 2022 - Springer
Cervical cancer is one of the major diseases that seriously threaten women's health.
Cervical cancer automatic screening technology is of great significance to reduce the …