V1.10 Hard Cases

Neighbor Disambiguation Queue

These pots still fail the clean mask gate because neighbor foliage dominates the crop. Use this packet after the seed set to test whether manual pot-boundary labeling can rescue the hardest multi-pot scenes.

Run date: 2026-03-11

Queued pots: 9

Metrics source: data/research/v1_10/pot_cv_metrics.csv

Queue CSV: data/research/v1_10/neighbor_disambiguation_queue.csv

Generated (UTC): 2026-03-13T14:26:00.661241+00:00

Disambiguation Guidance

Trace the target pot walls first. Only then decide which leaves belong to the target canopy.
Exclude crossing leaves from neighboring pots even when the overlay spills over them.
If the target foliage cannot be separated with confidence, keep the boundary tight and note the ambiguity instead of widening the mask.
Use this queue after the mask seed pack, not before it, so label style stays consistent.

Queue 1

4T San Francisco Fog

Severity: 0.690
Readiness: low
Anchor: plant
Focus: 0.444
Neighbor Spill: 69.2%
In-Pot Spill: 64.9%
Coverage: 3.5%

High spill case. Treat the current overlay as a hint only and separate target leaves from adjacent pots before tracing.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Queue 2

29T Sunset's Red Horizon

Severity: 0.641
Readiness: low
Anchor: plant
Focus: 0.457
Neighbor Spill: 64.2%
In-Pot Spill: 59.9%
Coverage: 1.5%

High spill case. Treat the current overlay as a hint only and separate target leaves from adjacent pots before tracing.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Queue 3

18T Azoychka

Severity: 0.601
Readiness: moderate
Anchor: plant
Focus: 0.485
Neighbor Spill: 64.8%
In-Pot Spill: 64.0%
Coverage: 3.2%

High spill case. Treat the current overlay as a hint only and separate target leaves from adjacent pots before tracing.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Queue 4

20T Azoychka

Severity: 0.561
Readiness: moderate
Anchor: plant
Focus: 0.489
Neighbor Spill: 59.1%
In-Pot Spill: 52.7%
Coverage: 3.2%

High spill case. Treat the current overlay as a hint only and separate target leaves from adjacent pots before tracing.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Queue 5

1T Nikolayev Yellow Cherry

Severity: 0.560
Readiness: low
Anchor: plant
Focus: 0.514
Neighbor Spill: 51.6%
In-Pot Spill: 55.2%
Coverage: 4.1%

Weak focus and neighbor spill combine here. Verify the pot center manually before deciding which canopy belongs to the target pot.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Queue 6

32T Sunset's Red Horizon

Severity: 0.531
Readiness: low
Anchor: plant
Focus: 0.540
Neighbor Spill: 45.1%
In-Pot Spill: 42.6%
Coverage: 7.5%

Weak focus and neighbor spill combine here. Verify the pot center manually before deciding which canopy belongs to the target pot.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Queue 7

5T San Francisco Fog

Severity: 0.479
Readiness: moderate
Anchor: plant
Focus: 0.578
Neighbor Spill: 45.2%
In-Pot Spill: 32.6%
Coverage: 13.7%

Moderate overlap. Trace the pot interior first, then keep the canopy tight to that boundary and exclude crossing leaves.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Queue 8

28T Taxi

Severity: 0.444
Readiness: moderate
Anchor: plant
Focus: 0.589
Neighbor Spill: 42.8%
In-Pot Spill: 34.3%
Coverage: 5.3%

Moderate overlap. Trace the pot interior first, then keep the canopy tight to that boundary and exclude crossing leaves.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Queue 9

30T Sunset's Red Horizon

Severity: 0.406
Readiness: moderate
Anchor: plant
Focus: 0.580
Neighbor Spill: 36.3%
In-Pot Spill: 36.4%
Coverage: 6.3%

Moderate overlap. Trace the pot interior first, then keep the canopy tight to that boundary and exclude crossing leaves.

Foreign foliage is still entering the target crop or crowding it too closely; this pot is a good candidate for custom pot-mask labeling.

Original | Overlay | Crop | Annotate Crop

Derived from the isolated v1.10 track. Rebuild with python3 scripts/build_v110_neighbor_disambiguation_page.py.