Spatial Allocation & Crop Prior Configuration
Constrain YOLOv10-seg & Bedrock inference bounds to assigned plant taxonomy.
MCP Context Sync:Connected|API:/api/spatial/grid-map [200 OK]
12-Vegetable Catalog Taxonomy Reference
Interactive Spatial Row Allocator (6x10 Array - 60 Nodes)
Row 1Physical Canopy Row · Channels A1 - J1 (10 Saplings)
A1
Beefsteak Tomato
Solanaceae
LAI: 3.8
B1
Beefsteak Tomato
Solanaceae
LAI: 3.8
C1
Beefsteak Tomato
Solanaceae
LAI: 3.8
D1
Beefsteak Tomato
Solanaceae
LAI: 3.8
E1
Beefsteak Tomato
Solanaceae
LAI: 3.8
F1
Beefsteak Tomato
Solanaceae
LAI: 3.8
G1
Beefsteak Tomato
Solanaceae
LAI: 3.8
H1
Beefsteak Tomato
Solanaceae
LAI: 3.8
I1
Beefsteak Tomato
Solanaceae
LAI: 3.8
J1
Beefsteak Tomato
Solanaceae
LAI: 3.8
Row 2Physical Canopy Row · Channels A2 - J2 (10 Saplings)
A2
Beefsteak Tomato
Solanaceae
LAI: 3.8
B2
Beefsteak Tomato
Solanaceae
LAI: 3.8
C2
Beefsteak Tomato
Solanaceae
LAI: 3.8
D2
Beefsteak Tomato
Solanaceae
LAI: 3.8
E2
Beefsteak Tomato
Solanaceae
LAI: 3.8
F2
Beefsteak Tomato
Solanaceae
LAI: 3.8
G2
Beefsteak Tomato
Solanaceae
LAI: 3.8
H2
Beefsteak Tomato
Solanaceae
LAI: 3.8
I2
Beefsteak Tomato
Solanaceae
LAI: 3.8
J2
Beefsteak Tomato
Solanaceae
LAI: 3.8
Row 3Physical Canopy Row · Channels A3 - J3 (10 Saplings)
A3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
B3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
C3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
D3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
E3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
F3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
G3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
H3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
I3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
J3
Brinjal / Eggplant
Solanaceae
LAI: 3.2
Row 4Physical Canopy Row · Channels A4 - J4 (10 Saplings)
A4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
B4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
C4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
D4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
E4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
F4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
G4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
H4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
I4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
J4
Brinjal / Eggplant
Solanaceae
LAI: 3.2
Row 5Physical Canopy Row · Channels A5 - J5 (10 Saplings)
A5
Green Chilli
Solanaceae
LAI: 2.8
B5
Green Chilli
Solanaceae
LAI: 2.8
C5
Green Chilli
Solanaceae
LAI: 2.8
D5
Green Chilli
Solanaceae
LAI: 2.8
E5
Green Chilli
Solanaceae
LAI: 2.8
F5
Green Chilli
Solanaceae
LAI: 2.8
G5
Green Chilli
Solanaceae
LAI: 2.8
H5
Green Chilli
Solanaceae
LAI: 2.8
I5
Green Chilli
Solanaceae
LAI: 2.8
J5
Green Chilli
Solanaceae
LAI: 2.8
Row 6Physical Canopy Row · Channels A6 - J6 (10 Saplings)
A6
Green Chilli
Solanaceae
LAI: 2.8
B6
Green Chilli
Solanaceae
LAI: 2.8
C6
Green Chilli
Solanaceae
LAI: 2.8
D6
Green Chilli
Solanaceae
LAI: 2.8
E6
Green Chilli
Solanaceae
LAI: 2.8
F6
Green Chilli
Solanaceae
LAI: 2.8
G6
Green Chilli
Solanaceae
LAI: 2.8
H6
Green Chilli
Solanaceae
LAI: 2.8
I6
Green Chilli
Solanaceae
LAI: 2.8
J6
Green Chilli
Solanaceae
LAI: 2.8
Click any individual cell card to open the Node Prior Configuration dialog.
False Positive Guard & Validation Settings
Enforce Species Pathology ConstraintActive
Restricts vision disease classification solely to the assigned botanical host-family pathologies.
LAI Anomaly Filter Sensitivity±25%
Flags wilting/stress only when segmented Leaf Area Index diverges beyond threshold.
15% (Strict Filter)Default: 25%50% (Permissive)
Cross-Validation GuardActive
Verifies visual leaf chlorosis against ESP32 soil moisture & ambient temp sensors before Bedrock action trigger.
Live Vision Engine Payload Preview
{
"grid_id": "GH1_GRID",
"allocations": [
{
"node_id": "A1-J1",
"crop": "Beefsteak Tomato",
"family": "Solanaceae",
"expected_lai": 3.8,
"droop_threshold": 22.5,
"growth_stage": "Fruiting"
},
{
"node_id": "A2-J2",
"crop": "Beefsteak Tomato",
"family": "Solanaceae",
"expected_lai": 3.8,
"droop_threshold": 22.5,
"growth_stage": "Fruiting"
},
{
"node_id": "A3-J3",
"crop": "Brinjal / Eggplant",
"family": "Solanaceae",
"expected_lai": 3.2,
"droop_threshold": 20,
"growth_stage": "Vegetative"
},
{
"node_id": "A4-J4",
"crop": "Brinjal / Eggplant",
"family": "Solanaceae",
"expected_lai": 3.2,
"droop_threshold": 20,
"growth_stage": "Vegetative"
},
{
"node_id": "A5-J5",
"crop": "Green Chilli",
"family": "Solanaceae",
"expected_lai": 2.8,
"droop_threshold": 18,
"growth_stage": "Vegetative"
},
{
"node_id": "A6-J6",
"crop": "Green Chilli",
"family": "Solanaceae",
"expected_lai": 2.8,
"droop_threshold": 18,
"growth_stage": "Vegetative"
}
],
"guard_parameters": {
"enforce_pathology_constraint": true,
"lai_anomaly_filter_sensitivity": "25%",
"cross_validation_telemetry_guard": true
}
}