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Jens
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# Scripts
`evaluate_yolo_checkpoint_matrix.py` compares an explicit list of local YOLO
weights on one declared, non-protected `val` split using CUDA. It records exact
model and dataset hashes, standard Ultralytics detection metrics and a separate
pure-background detection count. The output claim is validation ranking only;
the script neither reads protected test data nor promotes a model.
Setup-, import-, demo- en maintenance-scripts voor GeoIntel.
## WALOUS source provisioning