OpenSourceAg

Aerial images for detecting weeds in various agricultural fields

Collection of agronomy textbooks and guides from university extension programs

Insect specimens from Costa Rica, Canada, South Africa using Malaise traps

Multispectral fine-grained classification for detecting blackgrass

Carrot and weed segmentation dataset

Maize, Canada thistle, fat hen, bluegrass, lettuce, radish classification

Weed detection in corn crops collected on farm machines

12-class cotton and weed detection dataset

15-class cotton weed classification including morningglory, Palmer amaranth, waterhemp

74 crop and weed species with bounding boxes, segmentation, and centroid detection

First comprehensive 3D crop dataset for instance and organ segmentation

Extensive crop-weed dataset with multi-view and multi-stage plant images

Cauliflower segmentation dataset

Carrot and weed field image segmentation dataset

Rice leaf disease classification for Bangladeshi local rice

High-definition RGB images of crops and weeds at early growth stages

Field-collected wheat head dataset with bounding boxes and segmentation

White clover, red clover, shepherd's purse, thistle, dandelion segmentation

2.5M images spanning 2,000+ genotypes and 500 environmental conditions

Curated images from iNaturalist database for crop-weed detection training

Large-scale insect pest recognition benchmark with hierarchical taxonomy

RGB and Depth images of fuji apple trees for fruit detection

Plant leaf counting dataset for regression/counting tasks

Sugar beet and weed bounding box dataset

Comprehensive dataset for apple detection and segmentation

High-throughput phenotyping facility images with 36 species

Open Plant Phenotyping Database of common weeds in Denmark

Maize, wheat, sugar beet, and weed seedling segmentation

Point cloud dataset with sorghum, tomato, tobacco samples

Plant disease classification across 14 crop species and 26 diseases

OpenCV competition dataset with grass species, horseweed, cowpea, etc.

First comprehensive multiclass rice semantic segmentation dataset from 5 countries

Monocotyledonous and dicotyledonous weed bounding box dataset

UAV and smartphone images of sandplain lupin in Western Australia

Post harvest sugarbeet instance segmentation with damage/rot classes

Soybean, grass weeds, and broadleaf weeds segmentation

Sugar beet and 9 weed species segmentation

Synthetic tree trunk dataset developed with Unity game engine

Tree-trunk detection and tracking based on RGB images

First RGB-D dataset for multi-class plant species semantic segmentation

Open repository hosting platform for weed image datasets

Sugar beet weed mapping segmentation dataset

Sugar beet and weed segmentation dataset