Stress-Testing ML-Safe Compression on 3D Object Detection
ML-Safe Testing Series, Part 5: 3D detectors for autonomous vehicles depend on fine visual cues – the kind that may not survive…
Improving Depth Model Robustness to Video Data Compression
AV video data compressed with Beamr’s patented Content-Adaptive Bitrate (CABR) technology achieved 35.2% file size reduction, and…
ML-Safe AV Video Data Processing Achieves Up to 50% Storage Reduction
ML-Safe Testing Series, Part 2: Benchmark testing shows how AV developers can achieve greater savings across storage, networking and compute…