Version 1.4 Research

Computer Vision Research Output

Visual summary of 32-pot experiment metrics, algorithm findings, and per-pot recommendations.

Run ID: v1_4_20260228T050500Z

Run Date: 2026-02-27

Generated (UTC): 2026-02-28T04:14:20.113943+00:00

Pots Analyzed

High Survival

Moderate Survival

Low Survival

Top Suggested Action

maintain_current_care

Algorithm Assessment

Algorithm	Metric	Status	Availability	Variation	Signal Summary	Why Helpful
`vegetation_segmentation_exg_hsv`	vegetation_coverage	helpful	100.0%	0.693	Excess-green + HSV mask for canopy coverage per pot image.	Captures leaf area proxy needed for growth and vigor tracking in foggy-light conditions.
`connected_components_counting`	plant_count_estimate	helpful	100.0%	0.481	Connected-component count over vegetation mask for plant clump estimation.	Helps decide where thinning is needed when multiple seedlings compete in the same pot.
`chlorosis_detection_hsv`	chlorosis_ratio	helpful	100.0%	1.925	HSV yellow-in-canopy ratio for stress/chlorosis proxy.	Flags nutrient or stress risk early when yellowing increases inside active foliage.
`temporal_growth_delta`	growth_delta	promising_with_more_data	43.8%	1.516	Canopy coverage delta against earliest baseline photo per pot.	Gives directional growth signal and helps estimate survival probability, but currently limited by baseline availability.
`image_quality_gate_laplacian`	blur_score	helpful	100.0%	0.340	Laplacian variance for in-focus image quality gating.	Prevents over-trusting noisy measurements from blurry images by marking rows that need recapture.

Calibration Check

Manual Rows

Survival Accuracy

91.7%

Action Accuracy

83.3%

Joint Accuracy

83.3%

Mismatch Rows

Manual subset alignment for current threshold calibration.

1Tlow

Sunset's Red Horizon

increase_light

Health

44.1

Coverage

1.9%

Chlorosis

15.9%

Growth: n/a
Plants: 1
Components: 1
Blur: 1409

Increase direct morning light exposure and monitor soil moisture daily.

2Tmoderate

Taxi

maintain_current_care

Health

69.6

Coverage

5.8%

Chlorosis

6.1%

Growth: n/a
Plants: 2
Components: 1
Blur: 716

Maintain current care and continue weekly monitoring.

3Tlow

Sunset's Red Horizon

maintain_current_care

Health

44.3

Coverage

2.0%

Chlorosis

17.1%

Growth: n/a
Plants: 1
Components: 2
Blur: 1771

Maintain current care and continue weekly monitoring.

4Tlow

San Francisco Fog

check_nutrients

Health

24.6

Coverage

0.4%

Chlorosis

48.5%

Growth: n/a
Plants: 1
Components: 1
Blur: 1202

Check nitrogen/magnesium availability and apply half-strength balanced feed.

5Tmoderate

San Francisco Fog

maintain_current_care

Health

62.0

Coverage

3.6%

Chlorosis

0.1%

Growth: n/a
Plants: 2
Components: 2
Blur: 539

Maintain current care and continue weekly monitoring.

6Tlow

San Francisco Fog

increase_light

Health

47.1

Coverage

1.0%

Chlorosis

0.0%

Growth: n/a
Plants: 1
Components: 1
Blur: 376

Increase direct morning light exposure and monitor soil moisture daily.

7Tlow

Sasha Altai

increase_light

Health

42.9

Coverage

0.7%

Chlorosis

6.7%

Growth: n/a
Plants: 1
Components: 2
Blur: 2926

Increase direct morning light exposure and monitor soil moisture daily.

8Tmoderate

Iles Yellow Latvian

maintain_current_care

Health

61.3

Coverage

3.5%

Chlorosis

1.4%

Growth: n/a
Plants: 2
Components: 1
Blur: 1602

Maintain current care and continue weekly monitoring.

9Tlow

Iles Yellow Latvian

increase_light

Health

39.3

Coverage

0.0%

Chlorosis

0.0%

Growth: n/a
Plants: 0
Components: 0
Blur: 1905

Increase direct morning light exposure and monitor soil moisture daily.

10Tlow

Iles Yellow Latvian

increase_light

Health

39.3

Coverage

0.0%

Chlorosis

0.0%

Growth: n/a
Plants: 0
Components: 0
Blur: 1845

Increase direct morning light exposure and monitor soil moisture daily.

11Tmoderate

Iles Yellow Latvian

maintain_current_care

Health

65.7

Coverage

4.4%

Chlorosis

0.6%

Growth: n/a
Plants: 2
Components: 4
Blur: 1700

Maintain current care and continue weekly monitoring.

12Tmoderate

Iles Yellow Latvian

maintain_current_care

Health

52.2

Coverage

2.4%

Chlorosis

3.2%

Growth: n/a
Plants: 1
Components: 4
Blur: 1116

Maintain current care and continue weekly monitoring.

13Tmoderate

San Francisco Fog

maintain_current_care

Health

79.2

Coverage

5.9%

Chlorosis

5.2%

Growth: 171.8%
Plants: 2
Components: 1
Blur: 1488

Maintain current care and continue weekly monitoring.

14Tlow

Iles Yellow Latvian

inspect_root_moisture

Health

35.8

Coverage

0.9%

Chlorosis

0.0%

Growth: -66.0%
Plants: 1
Components: 2
Blur: 1807

Inspect root zone and moisture consistency; growth appears stalled since baseline.

15Tlow

Taxi

inspect_root_moisture

Health

35.8

Coverage

1.4%

Chlorosis

4.9%

Growth: -82.6%
Plants: 1
Components: 2
Blur: 2333

Inspect root zone and moisture consistency; growth appears stalled since baseline.

16Tmoderate

Nikolayev Yellow Cherry

maintain_current_care

Health

65.7

Coverage

6.2%

Chlorosis

0.0%

Growth: -11.5%
Plants: 2
Components: 6
Blur: 2259

Maintain current care and continue weekly monitoring.

17Tmoderate

Japanese Black Trifele

maintain_current_care

Health

48.7

Coverage

2.1%

Chlorosis

0.1%

Growth: 13.4%
Plants: 1
Components: 4
Blur: 2027

Maintain current care and continue weekly monitoring.

18Tmoderate

Sunset's Red Horizon

maintain_current_care

Health

61.7

Coverage

3.0%

Chlorosis

7.4%

Growth: 141.1%
Plants: 1
Components: 1
Blur: 702

Maintain current care and continue weekly monitoring.

19Tlow

Waimea Wild Cherry

inspect_root_moisture

Health

41.3

Coverage

2.2%

Chlorosis

1.6%

Growth: -23.9%
Plants: 1
Components: 3
Blur: 1938

Inspect root zone and moisture consistency; growth appears stalled since baseline.

20Thigh

Sasha Altai

maintain_current_care

Health

95.9

Coverage

9.4%

Chlorosis

2.9%

Growth: 330.1%
Plants: 2
Components: 4
Blur: 2384

Maintain current care and continue weekly monitoring.

21Tmoderate

Sasha Altai

maintain_current_care

Health

82.2

Coverage

6.1%

Chlorosis

0.7%

Growth: 141.7%
Plants: 2
Components: 4
Blur: 1735

Maintain current care and continue weekly monitoring.

22Tmoderate

Azoychka

maintain_current_care

Health

68.4

Coverage

3.7%

Chlorosis

3.2%

Growth: 66.3%
Plants: 2
Components: 5
Blur: 2376

Maintain current care and continue weekly monitoring.

23Tmoderate

Heinz 9129

maintain_current_care

Health

83.7

Coverage

6.5%

Chlorosis

1.4%

Growth: 127.6%
Plants: 2
Components: 2
Blur: 2430

Maintain current care and continue weekly monitoring.

24Tmoderate

Gold Dust

maintain_current_care

Health

73.2

Coverage

5.1%

Chlorosis

0.5%

Growth: 52.3%
Plants: 2
Components: 2
Blur: 1536

Maintain current care and continue weekly monitoring.

25Tmoderate

Heinz 9129

inspect_root_moisture

Health

53.9

Coverage

4.3%

Chlorosis

1.4%

Growth: -24.4%
Plants: 2
Components: 3
Blur: 2202

Inspect root zone and moisture consistency; growth appears stalled since baseline.

26Tmoderate

Heinz 9129

maintain_current_care

Health

78.3

Coverage

5.2%

Chlorosis

0.6%

Growth: 228.3%
Plants: 2
Components: 3
Blur: 2602

Maintain current care and continue weekly monitoring.

27Tmoderate

Taxi

increase_light

Health

51.3

Coverage

1.9%

Chlorosis

0.2%

Growth: n/a
Plants: 1
Components: 2
Blur: 1435

Increase direct morning light exposure and monitor soil moisture daily.

28Tlow

Nikolayev Yellow Cherry

check_nutrients

Health

21.9

Coverage

0.0%

Chlorosis

39.2%

Growth: n/a
Plants: 0
Components: 0
Blur: 1812

Check nitrogen/magnesium availability and apply half-strength balanced feed.

29Tmoderate

Sunset's Red Horizon

maintain_current_care

Health

57.3

Coverage

3.2%

Chlorosis

6.8%

Growth: n/a
Plants: 2
Components: 6
Blur: 1963

Maintain current care and continue weekly monitoring.

30Tmoderate

Sunset's Red Horizon

maintain_current_care

Health

62.3

Coverage

3.7%

Chlorosis

1.2%

Growth: n/a
Plants: 2
Components: 3
Blur: 2423

Maintain current care and continue weekly monitoring.

31Tmoderate

Iles Yellow Latvian

thin_seedlings

Health

73.8

Coverage

7.1%

Chlorosis

1.7%

Growth: n/a
Plants: 3
Components: 4
Blur: 2084

Thin to the strongest 1-2 seedlings in this pot to reduce competition.

32Tmoderate

Sunset's Red Horizon

maintain_current_care

Health

60.4

Coverage

3.2%

Chlorosis

0.3%

Growth: n/a
Plants: 2
Components: 3
Blur: 1954

Maintain current care and continue weekly monitoring.

Metrics CSV: data/research/v1_4/cv_experiment_results.csv Algorithm CSV: data/research/v1_4/algorithm_assessment.csv