Spring Annuals Trial HarnessHabitat NZ · technical demo by EmerTech

Synthetic ladder — 4.0 mm/px — dense

synth-ladder-4-dense · 1280 × 960 px · 4.00 mm/px · 15 m AGL · DJI Mavic 3E — wideCC0 (generated)Synthetic scene — EmerTech generator

0 existing marks← All frames
cursor off framezoom 1.0×1280 × 960 pxclick to start a Pygmy buttercup mark

Nothing selected. Click near a mark to inspect it — every record carries its observer, timestamp and the method it was drawn with, because a count is only as defensible as its provenance.

Your marks

0 marks on this frame — 0 plants, 0 hard negatives.

Pygmy buttercupCeratocephala pungens0
Dwarf forget-me-notMyosotis brevis0
NZ mousetailMyosurus minimus subsp. novae-zelandiae0
Assumed Myosotis hikuwaiSpecies D — to confirmto confirm with Habitat NZ0
Hard negativesMust never be counted as a plant0

Agreement vs known truth

Centre-distance matching at 12.0 px — the rule the bake-off scores models with.

You found 0 of 237 plants · recall 0.0%

0
Found
237
Missed
0
False marks

Truth here is exact by construction, so this is a self-test of the human eye at this ground sample distance — not a model score. A mark landing on a planted hard negative counts as a false mark, exactly as it would for a detector.

Keyboard

Everything is one keystroke away — hands stay on the frame.

1 – 4
pick species
X
hard-negative mode
M
swap diameter / corners
Esc
cancel the first click, or deselect
Del
delete the selected mark
F
fit the frame
Space + drag
pan — or middle-drag, or just drag
Wheel
zoom about the cursor

Feeds the bake-off

The workbench is not a side quest — it is the input to the exemplar lane.

These boxes are exactly what the exemplar model lane consumes — annotate 3, then run the bake-off. Hard negatives go in as negative exemplars, which is how a detector is told that a schist chip is not a plant.