Can I read Deep Learning for Orchard Fruit Detection on EtoBox?
Deep Learning for Orchard Fruit Detection by Rohit Rathi is a document available to read on EtoBox.
What is Deep Learning for Orchard Fruit Detection about?
This paper presents a fruit detection system using the Faster R-CNN framework to improve yield mapping and robotic harvesting in orchards, specifically for apples, mangoes, and almonds. It discusses the challenges of detecting fruit in high-resolution outdoor images and explores data augmentation techniques to reduce the amount of training data needed. The study achieves a high detection performance with an F1-score greater than 0.9 for apples and mangoes, marking a significant advancement in the field of a
- Author
- Rohit Rathi
- Language
- EN