EurekAlert!

Deep learning reveals the 3D secrets of fruit tissue microstructure

Applied to apple and pear fruit, the model achieved very high accuracy, outperforming previous 2D approaches and traditional algorithms. The 3D structure of plant tissues underlies vital metabolic ...
Frontiers

Sustainable deep vision systems for date fruit quality assessment using attention-enhanced deep learning models

Introduction: Accurate and automated fruit classification plays a vital role in modern agriculture but remains challenging due to the wide variability in fruit appearances. Methods: In this study, we ...
EurekAlert!

Machine vision + deep learning: how to achieve fast and accurate fruit grading?

In the context of a continually growing global population and rising food demand, fruit, as an important source of nutrition, requires quality grading and efficient processing, which are critical ...
The New York Times

Everyone Is Using A.I. for Everything. Is That Bad?

Either way, let’s not be in denial about it. Credit...Illustration by Christoph Niemann Supported by By Kevin Roose and Casey Newton Kevin Roose and Casey Newton are the hosts of The Times’s “Hard ...
naturalsciencenews

Using Deep Learning to Improve Detection of Citrus Leaf and Fruit Diseases

Researchers at JECRC University in Jaipur used advanced AI to detect citrus plant diseases from images Their deep learning models InceptionV3 and DenseNet121 accurately identified diseases with over ...
Frontiers

Enhancing multi-class neurodegenerative disease classification using deep learning and explainable local interpretable model-agnostic explanations

Introduction: Alzheimer's disease (AD) and Parkinson's disease (PD) are two of the most prevalent neurodegenerative disorders, necessitating accurate diagnostic approaches for early detection and ...
IEEE

A Study of Cantaloupe Fruit Classification Using Deep Learning Algorithms

Abstract: This study focuses on identifying cantaloupes using deep learning algorithms. Subsequently, the cantaloupes are categorized into two groups (green and yellow) based on their distinct shape ...
IEEE

Fruit Classification and Ripeness Estimation using Deep Learning Models

Abstract: Fruits play an important function in our diet by providing essential fibers, vitamins, and minerals. Accurate detection of fruit ripeness can enhance quality control and reduce food waste.