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: 2026-03-06

Queued pots: 10

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

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

Generated (UTC): 2026-03-07T04:55:34.944241+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

8T Iles Yellow Latvian

Severity: 0.756
Readiness: low
Anchor: plant
Focus: 0.365
Neighbor Spill: 78.4%
In-Pot Spill: 75.6%
Coverage: 2.0%

Severe neighbor overlap. Lock the pot walls first, then isolate only foliage clearly rooted inside that 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 2

24T Gold Dust

Severity: 0.652
Readiness: moderate
Anchor: plant
Focus: 0.413
Neighbor Spill: 72.3%
In-Pot Spill: 66.0%
Coverage: 1.3%

Severe neighbor overlap. Lock the pot walls first, then isolate only foliage clearly rooted inside that 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 3

31T Iles Yellow Latvian

Severity: 0.650
Readiness: low
Anchor: plant
Focus: 0.469
Neighbor Spill: 64.3%
In-Pot Spill: 67.7%
Coverage: 3.3%

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

32T Sunset's Red Horizon

Severity: 0.647
Readiness: low
Anchor: plant
Focus: 0.468
Neighbor Spill: 63.7%
In-Pot Spill: 67.0%
Coverage: 3.4%

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

17T Japanese Black Trifele

Severity: 0.644
Readiness: moderate
Anchor: plant
Focus: 0.429
Neighbor Spill: 71.5%
In-Pot Spill: 85.1%
Coverage: 1.3%

Severe neighbor overlap. Lock the pot walls first, then isolate only foliage clearly rooted inside that 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

21T Sasha Altai

Severity: 0.499
Readiness: moderate
Anchor: plant
Focus: 0.509
Neighbor Spill: 49.7%
In-Pot Spill: 53.9%
Coverage: 4.4%

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 7

29T Sunset's Red Horizon

Severity: 0.498
Readiness: low
Anchor: plant
Focus: 0.561
Neighbor Spill: 45.5%
In-Pot Spill: 42.5%
Coverage: 2.1%

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 8

30T Sunset's Red Horizon

Severity: 0.388
Readiness: moderate
Anchor: plant
Focus: 0.593
Neighbor Spill: 35.1%
In-Pot Spill: 35.7%
Coverage: 4.9%

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

27T Taxi

Severity: 0.375
Readiness: moderate
Anchor: plant
Focus: 0.582
Neighbor Spill: 35.5%
In-Pot Spill: 37.7%
Coverage: 2.2%

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 10

23T Heinz 9129

Severity: 0.315
Readiness: moderate
Anchor: plant
Focus: 0.619
Neighbor Spill: 27.9%
In-Pot Spill: 37.3%
Coverage: 2.1%

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.