IEEE

Pathogen-Based Classification of Plant Diseases: A Deep Transfer Learning Approach for Intelligent Support Systems

Abstract: The national economy’s key pillar, agriculture has a significant influence on society. Plant health monitoring and disease detection are essential for sustainable agriculture. To protect ...
IEEE

Convolutional Neural Networks for Texture Feature Extraction. Applications to Leaf Disease Classification in Precision Agriculture

Abstract: This paper studies the use of deep-learning models (AlexNet, VggNet, ResNet) pre-trained on object categories (ImageNet) in applied texture classification problems such as plant disease ...
GitHub

Advancing Image Classification with Discrete Diffusion Classification Modeling

The training and validation scripts are based on timm's repository and have been adapted to work with our DiDiCM approach. The DiDiRN architecture is built upon the ResNet design for a fair comparison ...
GitHub

Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains (ICLR'2022)

This is the Pytorch code for our paper Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains). In this paper, with only the knowledge of the ImageNet domain, we propose a ...

Met Office issues new 'extreme' heatwave warning as two areas set for 39C

The Met Office has warned that UK waters are experiencing a long-lasting marine heatwave with risk of hitting rare 'extreme' ...

Met Office issues new 'extreme' heatwave warning as two areas to bake in 39C

The Met Office has issued a new 'extreme' heatwave warning as UK marine heatwave conditions could reach 'severe' levels next ...
Frontiers

Fusion of ConvNext-Tiny and Swin-Tiny Backbones: A Comparative Analysis for Diabetic Retinopathy Classification

Abstract Diabetic retinopathy (DR) is a leading cause of preventable blindness, which has motivated the development of reliable automated grading systems on retinal fundus images. In this study, we ...