Cover Image

YOLOv5 vs. YOLOv8 in Marine Fisheries: Balancing Class Detection and Instance Count

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Masum, Mahmudul Islam, Sarwat, Arif, Riggs, Hugo, Boymelgreen, Alicia, Dey, Preyojon
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Layout Hotspot Detection Efficiency with YOLOv8 and PCA-Guided Augmentation
by: Wu, Dongyang, et al.
Published: (2024)

Research on Improving the High Precision and Lightweight Diabetic Retinopathy Detection of YOLOv8n
by: Yuhuan, Fei, et al.
Published: (2025)

YOLOv9 for Fracture Detection in Pediatric Wrist Trauma X-ray Images
by: Chien, Chun-Tse, et al.
Published: (2024)

Sign Language Recognition based on YOLOv5 Algorithm for the Telugu Sign Language
by: P, Vipul Reddy., et al.
Published: (2024)

Robust Pan-Cancer Mitotic Figure Detection with YOLOv12
by: Bourgade, Raphaël, et al.
Published: (2025)

Automated Morphological Analysis of Neurons in Fluorescence Microscopy Using YOLOv8
by: Alnemri, Banan, et al.
Published: (2025)

Lightweight G-YOLOv11: Advancing Efficient Fracture Detection in Pediatric Wrist X-rays
by: Ferdi, Abdesselam
Published: (2024)

Vision-Based Driver Drowsiness Monitoring: Comparative Analysis of YOLOv5-v11 Models
by: Herath, Dilshara, et al.
Published: (2025)

Active Learning-Driven Lightweight YOLOv9: Enhancing Efficiency in Smart Agriculture
by: Tu, Hung-Chih, et al.
Published: (2026)

Pediatric Wrist Fracture Detection in X-rays via YOLOv10 Algorithm and Dual Label Assignment System
by: Ahmed, Ammar, et al.
Published: (2024)

Acute Lymphoblastic Leukemia Diagnosis Employing YOLOv11, YOLOv8, ResNet50, and Inception-ResNet-v2 Deep Learning Models
by: Awad, Alaa, et al.
Published: (2025)

Predicting Dairy Calf Body Weight from Depth Images Using Deep Learning (YOLOv8) and Threshold Segmentation with Cross-Validation and Longitudinal Analysis
by: Liao, Mingsi, et al.
Published: (2025)

YOLOv11-Litchi: Efficient Litchi Fruit Detection based on UAV-Captured Agricultural Imagery in Complex Orchard Environments
by: Peng, Hongxing, et al.
Published: (2025)

Diverse Instance Generation via Diffusion Models for Enhanced Few-Shot Object Detection in Remote Sensing Images
by: Liu, Yanxing, et al.
Published: (2025)

Realism in Action: Anomaly-Aware Diagnosis of Brain Tumors from Medical Images Using YOLOv8 and DeiT
by: Hashemi, Seyed Mohammad Hossein, et al.
Published: (2024)

Parameter-Efficient Instance-Adaptive Neural Video Compression
by: Yang, Hyunmo, et al.
Published: (2024)

Vision Models for Medical Imaging: A Hybrid Approach for PCOS Detection from Ultrasound Scans
by: Hoque, Md Mahmudul, et al.
Published: (2026)

Refining Focus in AI for Lung Cancer: Comparing Lesion-Centric and Chest-Region Models with Performance Insights from Internal and External Validation
by: Tushar, Fakrul Islam
Published: (2024)

Adaptive Weight Modified Riesz Mean Filter For High-Density Salt and Pepper Noise Removal
by: Islam, Md Jahidul
Published: (2025)

Anatomically and Metabolically Informed Diffusion for Unified Denoising and Segmentation in Low-Count PET Imaging
by: Xia, Menghua, et al.
Published: (2025)

AutoLungDx: A Hybrid Deep Learning Approach for Early Lung Cancer Diagnosis Using 3D Res-U-Net, YOLOv5, and Vision Transformers
by: Shuvo, Samiul Based, et al.
Published: (2023)

CBAM-Enhanced DenseNet121 for Multi-Class Chest X-Ray Classification with Grad-CAM Explainability
by: Dey, Utsho Kumar
Published: (2026)

MACE CT Reconstruction for Modular Material Decomposition from Energy Resolving Photon-Counting Data
by: Jadue, Natalie M., et al.
Published: (2024)

Fine-tuned Transformer Models for Breast Cancer Detection and Classification
by: Osman, Showkat, et al.
Published: (2025)

LeqMod: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising
by: Xia, Menghua, et al.
Published: (2024)

Advancing Medical Image Segmentation via Self-supervised Instance-adaptive Prototype Learning
by: Liang, Guoyan, et al.
Published: (2025)

An Open-Source Framework for Quality-Assured Smartphone-Based Visible Light Iris Recognition
by: Venkataswamy, Naveenkumar G., et al.
Published: (2025)

Wireless vs. Traditional Ultrasound Assessed Knee Cartilage Outcomes Utilizing Automated Gain and Normalization Techniques
by: Parmar, Arjun, et al.
Published: (2024)

Multi-Beholder: Biomarker Prediction for Low-Grade Glioma with Multiple Instance Learning and One-Class Classification
by: Fang, Zijie, et al.
Published: (2023)

Multi-Domain FeFET-Based Pixel for In-Sensor Multiply-and-Accumulate Operations
by: Udoy, Md Rahatul Islam, et al.
Published: (2025)

LightViz: Autonomous Light-field Surveying and Mapping for Distributed Light Pollution Monitoring
by: Huang, Sheng-En, et al.
Published: (2024)

Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment
by: Nabavi, Shahabedin, et al.
Published: (2024)

Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains
by: Nabavi, Shahabedin, et al.
Published: (2021)

D2Diff : A Dual Domain Diffusion Model for Accurate Multi-Contrast MRI Synthesis
by: Dayarathna, Sanuwani, et al.
Published: (2025)

Frame-Level Real-Time Assessment of Stroke Rehabilitation Exercises from Video-Level Labeled Data: Task-Specific vs. Foundation Models
by: Mesquita, Gonçalo, et al.
Published: (2025)

End-to-End Differentiable Photon Counting CT
by: Wang, Sen, et al.
Published: (2026)

AINet: Anchor Instances Learning for Regional Heterogeneity in Whole Slide Image
by: Zheng, Tingting, et al.
Published: (2026)

Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology
by: Qi, Lirui, et al.
Published: (2025)

Semantic-driven Wireless Environment Knowledge Representation for Efficiency-Accuracy Balanced Beam Prediction in Vehicular Networks
by: Wang, Jialin, et al.
Published: (2025)

Conditioning 3D Diffusion Models with 2D Images: Towards Standardized OCT Volumes through En Face-Informed Super-Resolution
by: de Vente, Coen, et al.
Published: (2024)