Library/DeepWeeds
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AlexOlsen/DeepWeeds

DeepWeeds

A Multiclass Weed Species Image Dataset for Deep Learning

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AlexOlsen

AlexOlsen

AlexOlsen • individual

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248

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93

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0/100

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Created

Mar 21, 2017

Project creation date

README Summary

DeepWeeds is a multiclass image dataset containing 17,509 labeled images across 9 weed species native to Australia, designed for deep learning research in agricultural computer vision. The dataset was collected in situ from eight distinct locations across northern Australia and provides high-quality training data for automated weed detection systems. Each image is annotated with species labels and includes metadata about collection location and environmental conditions.

AI Dev Skills

Unmapped

Computer VisionConvolutional Neural NetworksImage ClassificationDataset CurationAgricultural Machine LearningMulti-class ClassificationTransfer Learning

Tags

Computer VisionConvolutional Neural NetworksImage ClassificationDataset CurationAgricultural Machine LearningMulti-class ClassificationTransfer LearningFarm Management SoftwareSpecialized Domain DatasetsSelf-hostedEdge/MobileCloud APIPrecision FarmingCrop Protection SystemsAgricultural Robotics VisionAutomated Weed DetectionAgricultureAgricultural AIImagePrecision Herbicide ApplicationAgricultural TechnologyC++

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Updated 4 years ago

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research
Quality
medium
Maturity
research

Categories

Computer VisionPrimaryRoboticsCoding & Dev ToolsModel TrainingDev Tools & AutomationEdge & Mobile AIOther AI / ML

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Languages

C++100.0%

Timeline

Project created
Mar 21, 2017
Forked
Mar 23, 2026
Your last push
4 years ago
Upstream last push
4 years ago
Tracked since
Aug 3, 2021

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