ch 09 / 12
Training and evaluation
slide 01 / 13
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How a model is born
The end-to-end pipeline
01
Collect
flights · video
02
Annotate
Roboflow
03
Convert
COCO ↔ YOLO
04
Stratify
train/val/test
05
Augment
albumentations
06
Balance
rare classes
07
Train
Adam · TensorBoard
08
Evaluate
mAP · PR · CM
09
Deploy
ONNX · Jetson