Fruit recognition from images using deep learning

TL;DR

This paper introduces a new fruit image dataset and demonstrates neural network training for fruit detection, highlighting potential applications in various fields.

Contribution

The paper provides a new high-quality fruit image dataset and experimental results on neural network-based fruit detection.

Findings

Created a comprehensive fruit image dataset

Achieved promising neural network detection results

Discussed practical applications of fruit recognition

Abstract

In this paper we introduce a new, high-quality, dataset of images containing fruits. We also present the results of some numerical experiment for training a neural network to detect fruits. We discuss the reason why we chose to use fruits in this project by proposing a few applications that could use this kind of neural network.