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An Agricultural Image Repository for the United States
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| Anchor | ||||
|---|---|---|---|---|
|
Cover Crops | Cash Crops | Weeds |
|---|---|---|
Black Oats | Corn | Amaranthus spinosus |
Brassica hirta | Cotton | Acalypha ostryifolia |
Barley | Soybean | Urochloa platyphylla |
Brassica juncea | Sida spinosa | |
Brassica napus | Amaranthus palmeri | |
Brassica rapa | Eleusine indica | |
Cereal Rye | Trianthema portulacastrum | |
Crimson Clover | Urochloa ramosa | |
Hairy Vetch | Euphorbia hyssopifolia | |
Oats | Amaranthus palmeri | |
Raphanus sativus | Convolvulus arvensis | |
Red Clover | Solanum elaeagnifolium | |
Triticale | Amaranthus tuberculatus | |
Winter Pea | Ambrosia trifida | |
Winter Wheat | Cyperus esculentus | |
Xanthium strumarium | ||
Cirsium arvense | ||
Amaranthus retroflexus | ||
Setaria viridis | ||
Chenopodium album | ||
Abutilon theophrasti | ||
Chenopodium album | ||
Ambrosia artemisiifolia | ||
Digitaria spp. | ||
Amaranthus hybridus/A. retroflexus | ||
Panicum dichotomiflorum | ||
Datura stramonium | ||
Setaria pumila | ||
Setaria faberi | ||
Erigeron canadensis | ||
Amaranthus palmeri | ||
Senna obtusifolia | ||
Xanthium strumarium | ||
Digitaria sanguinalis | ||
Eleusine indica | ||
Echinochloa crus-galli | ||
Cyperus esculentus | ||
Amaranthus tuberculatus | ||
Urochloa texana | ||
Echinochloa colona | ||
Kochia scoparia | ||
Helianthus annuus | ||
Parthenium hysterophorus | ||
Sorghum halepense |
Semi-Automatic Labeling
A major component of NAIR and the semi-automatic labeling approach is the development of plant segments, or cutouts, that can be used to develop temporary datasets of synthetic images for training annotation assistant detection and segmentation models. Synthetic data along with weak image labels is used to iteratively refine whole image labels.
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