Source code for the paper "Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches".
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Updated
Feb 21, 2024 - Jupyter Notebook
Source code for the paper "Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches".
Code in Torch for PlantVillage challenge: https://www.crowdai.org/challenges/1
It is an application that leverages benefits of CNNs and predicts the disease of an infected plant by examining the image of the infected leaf. It also provides the organic method to prevent the disease.
Source code for the paper "Color-aware two-branch DCNN for efficient plant disease classification".
Plant disease detection on PlantVillage dataset using EfficientNetV2-B0
A plant disease classification system using convolutional neural networks (CNNs) to identify healthy and diseased plant leaves from images, with interactive visualization through Gradio for real-time predictions and feature map analysis.
This repository contains an implementation of a CNN which predicts the disease that a tomato plant has based on a picture of one of its leaves. Images were obtained from the PlantVillage dataset.
Detection of disease type in tomato leaves using Alexnet
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