Synthetic Meets Authentic: Leveraging Text-to-Image Generated Datasets for Apple Detection in Orchard Environments

Training machine learning (ML) models for computer vision-based object detection process typically requires large, labeled datasets, a process often burdened by significant human effort and high costs associated with imaging systems and image acquisition. This research aimed to simplify image data c...

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Bibliographische Detailangaben

1. Verfasser:	Sapkota, Ranjan
Format:	Dataset
Sprache:	eng
Schlagworte:	ChatGPT Computer Vision Deep Learning Generative Adversarial Network Generative Artificial Intelligence Image Synthesis Machine Vision Object Detection Precision Agriculture Robotics Text Processing YOLOv5 YOLOv7
Online-Zugang:	Volltext bestellen
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