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Model Development, Place Plots Mapping, Field Book (FTS), Align field book…
Model Development
Model Maintenance & Production
FTS Alignment
Model updating
Metric QAQC
Metric Delivery
Image Annotation
Critical mass of images
Annotation Standardization
Reliance on testing
Validation Steps
Standardized protocol
Intra-fruit variation
Relationship to hand measurement
High Throughput Protocol
Intra-fruit variation
Trait repeatability
Place Plots Mapping
Grid's created
Planting
Sync Place Plots and FTS
Make Field "Active" in Place Plots to make field visible in Discover app
Use pre-created mission or enter flight parameters
Fly
Communicate flight details to Godfred for training
Field Book (FTS)
Place Plots
Build field and export grids
Plant fields
Reconcile grid post-planting
Field Boundary in Discover
Select fields to fly as one mission
Fly
Align field book and place plots
Associate place plots with FTS
Add new AB line
Plot shifts
If plots still not found after reconciliation then post issue via Teams-Loc360-UAV Page
Choose from pre-created activity or manually enter flight details
Export trimble plan from place plots to create AB line
Label Images as "NOT FOR TRAINING
Machine and Equipment Testing
Bulb Orientation Testing
Model Training Burn-In
Optimal Bulb # Phenotyping
Scalability Testing
Machine operation and familiarity
Verify image quality
Label Images as "NOT FOR TRAINING"
Critical for length/width estimation
Max phenotypic diversity
200-500 images
Coordinate with Innov Scnts (Kyle) on training accuracy
Label Images with PLOT_BID
Run
all
bulbs for 5-10 plots
Select genotypes with
max intra-plot genetic variation
from multiple testing stages
Label Images with PLOT_BID
Make Fast
Label Images as "NOT FOR TRAINING"
Conduct Model Training & Retraining
Test Deployed Model