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YOLO models, dataset edge cases, and the simulation gap between synthetic rain and the real thing.
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Simulating Rain: Why Our LiDAR Model Lied to Us in CARLA
Six weeks of validation numbers told us we'd solved rain. They were answering a different question than the one we asked.

YOLOv8 on an Embedded GPU: Squeezing Real-Time Inference Out of 15 Watts
Model optimization matters more than your motion model. Here are the numbers.

What 10,000 Hours of Fleet Logs Taught Us About Edge Cases
The scale, the method, and the top five failure patterns nobody put in the original training set.