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 ar...