Weed seedling images of species common to Manitoba, Canada

This dataset contains 34666 RGB-images taken from different angles and
distances of weeds common in Manitoba. The imaged species common name,
scientific name, and number of their images are: Echinochloa crus-galli
Large Barnyard Grass 8621 Cirsium arvense Canada Thistle 4706 Brassica
napus Volunteer Canola 6723 Taraxacum officinale Dandelion 4797 Persicaria
spp. Smartweed 870 Fallopia convolvulus Wild Buckwheat 4165 Avena fatua
Wild Oat 1218 Setaria pumila Yellow Foxtail 3566 Furthermore, this dataset
contains a trained ResNet50 convolutional neural network model. It is
trained to distinguish between monocots and dicots. A small collection of
test datasets is included that can be used to measure the generalization
capabilities of trained models. The single-plant dataset and all
test-datasets are accompanied by a csv-file containing filenames with
respective labels.