Immature Green Apple Detection and Sizing in Commercial Orchards using
YOLOv8 and Shape Fitting Techniques

Immature Green Apple Detection and Sizing in Commercial Orchards using YOLOv8 and Shape Fitting Techniques

8 December 2023

Martin Churuvija

Papers citing "Immature Green Apple Detection and Sizing in Commercial Orchards using YOLOv8 and Shape Fitting Techniques"

8 / 8 papers shown

Title
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 Ranjan Sapkota Rahul Harsha Cheppally Ajay Sharda Manoj Karkee 39 0 0 17 Apr 2025
Improved YOLOv12 with LLM-Generated Synthetic Data for Enhanced Apple Detection and Benchmarking Against YOLOv11 and YOLOv10 Ranjan Sapkota Manoj Karkee 48 4 0 26 Feb 2025
Foundation Model-Based Apple Ripeness and Size Estimation for Selective Harvesting Keyi Zhu Jiajia Li Kaixiang Zhang Chaaran Arunachalam Siddhartha Bhattacharya R. Lu Zhaojian Li 89 0 0 03 Feb 2025
YOLO11 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once (YOLO) Series Ranjan Sapkota Rizwan Qureshi Marco Flores Calero Chetan Badjugar Upesh Nepal ... U. B. P. Vaddevolu Sheheryar Khan Maged Shoman Hong-Mei Yan Manoj Karkee 53 19 0 10 Jan 2025
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development Ranjan Sapkota Achyut Paudel Manoj Karkee SyDa 66 7 0 18 Nov 2024
Performance Evaluation of YOLOv8 Model Configurations, for Instance Segmentation of Strawberry Fruit Development Stages in an Open Field Environment Abdul-Razak Alhassan Gamani Ibrahim Arhin Adrena Kyeremateng Asamoah 18 1 0 11 Aug 2024
Comprehensive Performance Evaluation of YOLOv10, YOLOv9 and YOLOv8 on Detecting and Counting Fruitlet in Complex Orchard Environments Ranjan Sapkota Zhichao Meng Martin Churuvija Xiaoqiang Du Zenghong Ma Manoj Karkee 21 2 0 01 Jul 2024
Comparing YOLOv8 and Mask RCNN for object segmentation in complex orchard environments Ranjan Sapkota Dawood Ahmed Manoj Karkee 15 42 0 13 Dec 2023