Pots Analyzed
32
Version 1.4 Research
Visual summary of 32-pot experiment metrics, algorithm findings, and per-pot recommendations.
Pots Analyzed
32
High Survival
1
Moderate Survival
20
Low Survival
11
Top Suggested Action
maintain_current_care
| 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. |
Manual Rows
12
Survival Accuracy
91.7%
Action Accuracy
83.3%
Joint Accuracy
83.3%
Mismatch Rows
2
Manual subset alignment for current threshold calibration.
Tip: use Flip for metric meaning on any card for plain-language definitions.
increase_light
Increase direct morning light exposure and monitor soil moisture daily.
How to read these terms:
This pot currently shows 1.9% coverage (very sparse canopy), 15.9% chlorosis (some yellowing to monitor), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 5.8% coverage (stronger canopy fill), 6.1% chlorosis (some yellowing to monitor), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 2.0% coverage (early but present canopy), 17.1% chlorosis (some yellowing to monitor), and n/a growth (baseline not available).
check_nutrients
Check nitrogen/magnesium availability and apply half-strength balanced feed.
How to read these terms:
This pot currently shows 0.4% coverage (very sparse canopy), 48.5% chlorosis (elevated yellowing signal), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 3.6% coverage (early but present canopy), 0.1% chlorosis (little visible yellowing), and n/a growth (baseline not available).
increase_light
Increase direct morning light exposure and monitor soil moisture daily.
How to read these terms:
This pot currently shows 1.0% coverage (very sparse canopy), 0.0% chlorosis (little visible yellowing), and n/a growth (baseline not available).
increase_light
Increase direct morning light exposure and monitor soil moisture daily.
How to read these terms:
This pot currently shows 0.7% coverage (very sparse canopy), 6.7% chlorosis (some yellowing to monitor), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 3.5% coverage (early but present canopy), 1.4% chlorosis (little visible yellowing), and n/a growth (baseline not available).
increase_light
Increase direct morning light exposure and monitor soil moisture daily.
How to read these terms:
This pot currently shows 0.0% coverage (very sparse canopy), 0.0% chlorosis (little visible yellowing), and n/a growth (baseline not available).
increase_light
Increase direct morning light exposure and monitor soil moisture daily.
How to read these terms:
This pot currently shows 0.0% coverage (very sparse canopy), 0.0% chlorosis (little visible yellowing), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 4.4% coverage (early but present canopy), 0.6% chlorosis (little visible yellowing), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 2.4% coverage (early but present canopy), 3.2% chlorosis (little visible yellowing), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 5.9% coverage (stronger canopy fill), 5.2% chlorosis (some yellowing to monitor), and 171.8% growth (coverage gain vs baseline).
inspect_root_moisture
Inspect root zone and moisture consistency; growth appears stalled since baseline.
How to read these terms:
This pot currently shows 0.9% coverage (very sparse canopy), 0.0% chlorosis (little visible yellowing), and -66.0% growth (coverage decline vs baseline).
inspect_root_moisture
Inspect root zone and moisture consistency; growth appears stalled since baseline.
How to read these terms:
This pot currently shows 1.4% coverage (very sparse canopy), 4.9% chlorosis (little visible yellowing), and -82.6% growth (coverage decline vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 6.2% coverage (stronger canopy fill), 0.0% chlorosis (little visible yellowing), and -11.5% growth (roughly stable vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 2.1% coverage (early but present canopy), 0.1% chlorosis (little visible yellowing), and 13.4% growth (roughly stable vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 3.0% coverage (early but present canopy), 7.4% chlorosis (some yellowing to monitor), and 141.1% growth (coverage gain vs baseline).
inspect_root_moisture
Inspect root zone and moisture consistency; growth appears stalled since baseline.
How to read these terms:
This pot currently shows 2.2% coverage (early but present canopy), 1.6% chlorosis (little visible yellowing), and -23.9% growth (coverage decline vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 9.4% coverage (stronger canopy fill), 2.9% chlorosis (little visible yellowing), and 330.1% growth (coverage gain vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 6.1% coverage (stronger canopy fill), 0.7% chlorosis (little visible yellowing), and 141.7% growth (coverage gain vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 3.7% coverage (early but present canopy), 3.2% chlorosis (little visible yellowing), and 66.3% growth (coverage gain vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 6.5% coverage (stronger canopy fill), 1.4% chlorosis (little visible yellowing), and 127.6% growth (coverage gain vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 5.1% coverage (stronger canopy fill), 0.5% chlorosis (little visible yellowing), and 52.3% growth (coverage gain vs baseline).
inspect_root_moisture
Inspect root zone and moisture consistency; growth appears stalled since baseline.
How to read these terms:
This pot currently shows 4.3% coverage (early but present canopy), 1.4% chlorosis (little visible yellowing), and -24.4% growth (coverage decline vs baseline).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 5.2% coverage (stronger canopy fill), 0.6% chlorosis (little visible yellowing), and 228.3% growth (coverage gain vs baseline).
increase_light
Increase direct morning light exposure and monitor soil moisture daily.
How to read these terms:
This pot currently shows 1.9% coverage (very sparse canopy), 0.2% chlorosis (little visible yellowing), and n/a growth (baseline not available).
check_nutrients
Check nitrogen/magnesium availability and apply half-strength balanced feed.
How to read these terms:
This pot currently shows 0.0% coverage (very sparse canopy), 39.2% chlorosis (elevated yellowing signal), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 3.2% coverage (early but present canopy), 6.8% chlorosis (some yellowing to monitor), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 3.7% coverage (early but present canopy), 1.2% chlorosis (little visible yellowing), and n/a growth (baseline not available).
thin_seedlings
Thin to the strongest 1-2 seedlings in this pot to reduce competition.
How to read these terms:
This pot currently shows 7.1% coverage (stronger canopy fill), 1.7% chlorosis (little visible yellowing), and n/a growth (baseline not available).
maintain_current_care
Maintain current care and continue weekly monitoring.
How to read these terms:
This pot currently shows 3.2% coverage (early but present canopy), 0.3% chlorosis (little visible yellowing), and n/a growth (baseline not available).
data/research/v1_4/cv_experiment_results.csv
Algorithm CSV: data/research/v1_4/algorithm_assessment.csv