Copertina

Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Sapkota, Ranjan, Ahmed, Dawood, Karkee, Manoj
Natura:	Preprint
Pubblicazione:	2023
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment
di: Sapkota, Ranjan, et al.
Pubblicazione: (2024)

Immature Green Apple Detection and Sizing in Commercial Orchards using YOLOv8 and Shape Fitting Techniques
di: Sapkota, Ranjan, et al.
Pubblicazione: (2023)

Improved YOLOv12 with LLM-Generated Synthetic Data for Enhanced Apple Detection and Benchmarking Against YOLOv11 and YOLOv10
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Ultralytics YOLO Evolution: An Overview of YOLO26, YOLO11, YOLOv8 and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Generative AI in Agriculture: Creating Image Datasets Using DALL.E's Advanced Large Language Model Capabilities
di: Sapkota, Ranjan, et al.
Pubblicazione: (2023)

YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning
di: Sapkota, Ranjan, et al.
Pubblicazione: (2024)

YOLOE-26: Integrating YOLO26 with YOLOE for Real-Time Open-Vocabulary Instance Segmentation
di: Sapkota, Ranjan, et al.
Pubblicazione: (2026)

Integrating YOLO11 and Convolution Block Attention Module for Multi-Season Segmentation of Tree Trunks and Branches in Commercial Apple Orchards
di: Sapkota, Ranjan, et al.
Pubblicazione: (2024)

RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Comprehensive Performance Evaluation of YOLOv12, YOLO11, YOLOv10, YOLOv9 and YOLOv8 on Detecting and Counting Fruitlet in Complex Orchard Environments
di: Sapkota, Ranjan, et al.
Pubblicazione: (2024)

Object Detection with Multimodal Large Vision-Language Models: An In-depth Review
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development
di: Sapkota, Ranjan, et al.
Pubblicazione: (2024)

The SAM2-to-SAM3 Gap in the Segment Anything Model Family: Why Prompt-Based Expertise Fails in Concept-Driven Image Segmentation
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Vision-Language-Action (VLA) Models: Concepts, Progress, Applications and Challenges
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

YOLO26: Key Architectural Enhancements and Performance Benchmarking for Real-Time Object Detection
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Generalization vs. Specialization: Evaluating Segment Anything Model (SAM3) Zero-Shot Segmentation Against Fine-Tuned YOLO Detectors
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

3D Reconstruction and Information Fusion between Dormant and Canopy Seasons in Commercial Orchards Using Deep Learning and Fast GICP
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Plant Disease Detection through Multimodal Large Language Models and Convolutional Neural Networks
di: Roumeliotis, Konstantinos I., et al.
Pubblicazione: (2025)

A Review of 3D Object Detection with Vision-Language Models
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Impact of imperfect annotations on CNN training and performance for instance segmentation and classification in digital pathology
di: Jiménez, Laura Gálvez, et al.
Pubblicazione: (2024)

A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety
di: Geetha, Athulya Sundaresan, et al.
Pubblicazione: (2024)

Optimizing YOLOv8 for Parking Space Detection: Comparative Analysis of Custom YOLOv8 Architecture
di: Pokhrel, Apar, et al.
Pubblicazione: (2025)

Revisiting foundation models for cell instance segmentation
di: Archit, Anwai, et al.
Pubblicazione: (2026)

Better (pseudo-)labels for semi-supervised instance segmentation
di: Porcher, François, et al.
Pubblicazione: (2024)

Few-shot adaptation for morphology-independent cell instance segmentation
di: Zaveri, Ram J., et al.
Pubblicazione: (2024)

CenterDisks: Real-time instance segmentation with disk covering
di: Litto, Katia Jodogne-Del, et al.
Pubblicazione: (2024)

Joint prototype and coefficient prediction for 3D instance segmentation
di: Royen, Remco, et al.
Pubblicazione: (2024)

Soil Image Segmentation Based on Mask R-CNN
di: Chen, Yida, et al.
Pubblicazione: (2023)

Towards general deep-learning-based tree instance segmentation models
di: Henrich, Jonathan, et al.
Pubblicazione: (2024)

SAM-based instance segmentation models for the automation of structural damage detection
di: Ye, Zehao, et al.
Pubblicazione: (2024)

YOLO and Mask R-CNN for Vehicle Number Plate Identification
di: Ganjoo, Siddharth
Pubblicazione: (2022)

InstanSeg: an embedding-based instance segmentation algorithm optimized for accurate, efficient and portable cell segmentation
di: Goldsborough, Thibaut, et al.
Pubblicazione: (2024)

Comprehensive Performance Evaluation of YOLOv11, YOLOv10, YOLOv9, YOLOv8 and YOLOv5 on Object Detection of Power Equipment
di: He, Zijian, et al.
Pubblicazione: (2024)

YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision
di: Hussain, Muhammad
Pubblicazione: (2024)

A Comparative Study of YOLOv8 to YOLOv11 Performance in Underwater Vision Tasks
di: Hung, Gordon, et al.
Pubblicazione: (2025)

Comparative Analysis of YOLOv5, Faster R-CNN, SSD, and RetinaNet for Motorbike Detection in Kigali Autonomous Driving Context
di: Yinkfu, Ngeyen, et al.
Pubblicazione: (2025)

SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes
di: Khalili, Boshra, et al.
Pubblicazione: (2024)

YOLO advances to its genesis: a decadal and comprehensive review of the You Only Look Once (YOLO) series
di: Sapkota, Ranjan, et al.
Pubblicazione: (2024)

On generalisability of segment anything model for nuclear instance segmentation in histology images
di: Xu, Kesi, et al.
Pubblicazione: (2024)