Spring Annuals Trial HarnessHabitat NZ · technical demo by EmerTech

Synthetic ladder — 4.0 mm/px — dense

synth-ladder-4-dense · Synthetic — generated with exact truth · 1280 × 960 px

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Viewer

Truth is exact by construction. Green crosses and boxes are real plants; dashed red are planted hard negatives — rock flecks, lichen and droppings a detector must not count.

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Frame metadata

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

Ground sample distance
4.00 mm/px
millimetres of ground per pixel
Altitude
15 m
above ground level, nadir
A 10 mm plant spans 2.5 px hereDensity / cover only

At ~2.5 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 × 960 px (1.2 MP)
Camera
DJI Mavic 3E — wide

4/3 CMOS, 20 MP, 24 mm equivalent, ƒ=12.29 mm actual, 3.28 µm pitch. DJI's own rule of thumb is GSD ≈ H/36.5 cm/px; this spec gives ≈0.267 mm/px per metre AGL. The default survey camera and the one Keith is most likely to fly.

Source
Synthetic — generated with exact truth
Licence
CC0 (generated) commercial use OK
Attribution
Synthetic scene — EmerTech generator
Scene
dense regime · target count 237 · seed 41754814

The generator was asked for this many plants at this density regime; the recorded truth below is what it actually placed after collision rejection.

Ground truth by species

237 plants and 37 planted hard negatives, exact by construction.

SpeciesPlantsPx at 4.00 mm/pxVerdict
Ceratocephala pungens
Pygmy buttercup · 18 mm across
684.5 pxMarginal
Myosotis brevis
Dwarf forget-me-not · 12 mm across
523.0 pxMarginal
Myosurus minimus subsp. novae-zelandiae
NZ mousetail · 30 mm across
687.5 pxCountable
Species D — to confirm
Assumed Myosotis hikuwai · 14 mm across
to confirm with Habitat NZ
493.5 pxMarginal
Hard negatives
Schist chips, lichen, droppings, shadow — must not be counted
37never count

Actions

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

No human annotations on this frame yet.

Synthetic ladder — 4.0 mm/px — dense — SATH