Fleet-Wide Triggered Corner Case Mining
Edge triggers monitoring jerk spikes (>4m/s^3), trajectory deviation thresholds, and high neural entropy to compress and upload 30-second context buffers.
Contextual Ring-Buffer Compression
LZ4 and H.265 hardware encoders capture uncompressed raw lidar point packets and camera keyframes with sub-5% memory footprint impact.
- Automated classification of 100,000+ daily fleet trigger events.
- 99.4% deduplication accuracy using high-dimensional cosine distance.
- Automated translation into ASAM OpenSCENARIO 2.0 DSL files.
- Zero human-in-the-loop required for initial scenario clustering.
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