Spring Annuals Trial HarnessHabitat NZ · technical demo by EmerTech

CoFly-WeedDB — real UAV frame 4 (4.9 m AGL)

cofly-04 · Public dataset frame · 1280 × 720 px

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Viewer

This frame ships with no ground truth. Anything drawn here is human annotation, and it is the only truth this frame has.

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No ground truth on this frame
Accuracy cannot be scored here until a human draws truth. Model runs will still produce counts and you can eyeball them in the viewer, but precision, recall and F1 stay blank — an unscored count is an opinion, not evidence.

Frame metadata

Everything downstream — every chart, every export, every number quoted to a panel — is indexed on these figures.

Ground sample distance
5.74 mm/px
millimetres of ground per pixel
Altitude
4.9 m
above ground level, nadir
A 10 mm plant spans 1.7 px hereDensity / cover only

At ~1.7 px across, an individual plant is 2–3 pixels. Percent cover or density per m² is the only measure that survives review — individual counts at this GSD are not defensible.

Dimensions
1280 × 720 px (0.9 MP)
Camera
not stated
Source
Public dataset frame
Licence
CC BY 4.0 commercial use OK
Attribution
CoFly-WeedDB (Krestenitis et al.), DJI Phantom 4 Pro over cotton field, Larissa, Greece — zenodo.org/records/6697343

Actions

Truth first, then models. A run without truth on the frame produces counts but no accuracy.

No human annotations on this frame yet.

CoFly-WeedDB — real UAV frame 4 (4.9 m AGL) — SATH