GitHub

Seniyax/Plant-Disease-classification

This Project implements a deep-learning based Plant disease classification system using PlantVillage dataset.It leverages a fine-tuned EfficientNet-B0 model to classify plant diseases across 38 ...
IEEE

Deep Learning Models for Precision Agriculture: Evaluating CNN Architectures for Accurate Plant Disease Detection

Abstract: Early and precise detection of plant diseases is crucial for enhancing crop yield and minimizing agricultural losses. This paper evaluates the performance of deep learning-based ...
IEEE

Effective Hyperspectral Plant Canopy Image Classification Using an Enhanced Hybrid-CNN

Abstract: Plant species recognition is critical in various research domains. In recent years, deep learning approaches, particularly Convolutional Neural Networks (CNNs), have achieved notable success ...
IEEE

Identification and Classification of Medicinal Plants Using Resnet V2 CNN Architecture

Abstract: Identifying medicinal plants is crucial in herbal medicine, pharmaceutical research, and plant taxonomy. Conventional manual classification techniques tend to be errorprone and ...
Slate

CNN Is Using an Election Polling Tool That Anyone Can Rig

Sign up for the Slatest to get the most insightful analysis, criticism, and advice out there, delivered to your inbox daily. By mid-October, the Democrats’ chances ...
IEEE

Plant Leaf Disease Classification Using Enhanced Preprocessing and CNN Architectures

Abstract: Accurate and timely identification of plant disease is necessary to optimize crop production and facilitate sustainable farming practices. Human inspection methods tend to be slow, laborious ...
Frontiers

ENet-CAEM: a field strawberry disease identification model based on improved EfficientNetB0 and multiscale attention mechanism

1 College of Computer and Information Engineering, Inner Mongolia Agricultural University, Hohhot, China 2 Key Laboratory of Smart Animal Husbandry at Universities of Inner Mongolia Autonomous Region, ...
Frontiers

Enhancing Multi-Class Plant Disease Classification using GAN-Boosted Vision Transformer with XAI Insights

The final, formatted version of the article will be published soon. Agriculture is one of the major backbones of the Indian economy, where rice is the most prominent staple crop across the country.
IEEE

Improving the Sound Classification Accuracy Using CNN-LSTM and MFCC with Audio Augmentation for Diagnosing Respiratory Disease

Abstract: Audio is vital information data for understanding various situations. A multitude of sound features can be explained by analysis through the audio signals. Numerous classification methods ...