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MarkoArsenovic/DeepLearning_PlantDiseases

DeepLearning_PlantDiseases

Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

View on GitHub↗Upstream MarkoArsenovic/DeepLearning_PlantDiseases↗

Builder

MarkoArsenovic

MarkoArsenovic

MarkoArsenovic • individual

Stars

242

Using upstream star count

Forks

105

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 29, 2017

Project creation date

README Summary

This is the source code of the experiment described in chapter [Deep Learning for Plant Diseases: Detection and Saliency Map Visualisation](https://link.springer.com/chapter/10.1007/978-3-319-90403-0_6) in a book **Human and Machine Learning, 2018**.

Community Evaluation

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AI Dev Skills

Unmapped

Agricultural AICNN Architecture ComparisonComputer VisionConvolutional Neural NetworksDeep Learning Model TrainingImage ClassificationPlant Pathology DetectionTransfer Learning

Tags

Agricultural AICNN Architecture ComparisonComputer VisionConvolutional Neural NetworksDeep Learning Model TrainingImage ClassificationPlant Pathology DetectionTransfer LearningDeep LearningEvalsForkedMachine LearningPyTorch

Taxonomy

AI Trends

Computer Vision for AgricultureAI for SustainabilityEdge AI for Farming

category

Model TrainingEvals & Benchmarking

Deployment Context

Self-hostedEdge/MobileOn-premise

Industries

AgricultureAgriTechFood SecurityPrecision Farming

Modalities

Image

Skill Areas

Convolutional Neural NetworksImage ClassificationTransfer LearningComputer VisionDeep Learning Model TrainingAgricultural AICNN Architecture ComparisonPlant Pathology Detection

tag

Deep LearningEvalsForkedMachine LearningPyTorch

Use Cases

Plant Disease DiagnosisCrop Health MonitoringAgricultural Image AnalysisAutomated Plant PathologySmart Farming Applications

Recent Activity

Updated 4 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Evals & BenchmarkingPrimaryModel TrainingOther AI / ML

PM Skills

Data & Evaluation

Languages

Python100.0%

Timeline

Project created
Jul 29, 2017
Forked
Mar 23, 2026
Your last push
4 years ago
Upstream last push
4 years ago
Tracked since
Oct 13, 2021

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