Deepweeds: Multiclass Weed Species Images from Queensland

Deepweeds provides multiclass images of weed species specifically from Queensland, Australia, for deep learning classification. Created by AlexOlsen and last updated in 2021, it targets the identification of invasive plants in rangeland settings.

Use Cases

• Training ResNet-50 architectures using weed species labels
• Benchmarking InceptionV3 models on agricultural image data
• Developing automated identification tools for Queensland-specific invasive plants

Strengths

• Multiclass labels for specific weed species
• Geographic focus on Queensland rangelands
• Apache-2.0 open-source license

Limitations

• Geographic bias toward Australian rangeland flora
• Unknown total image count and class balance in provided metadata

Provenance

Source

AlexOlsen via GitHub

Freshness

Last updated August 2021

Geography

Queensland, Australia