AI Autonomous Vehicles CABR Content-Adaptive Machine Learning5 Min Read Ethan FenakelonJanuary 5, 2026 Deep Dive: Managing the Petabyte-Scale AV Video Data Bottlenecks ML-Safe Testing Series, Part 3: Optimized video data processing for AV – 20%-50% file size reduction with remarkable detection,…
AI Autonomous Vehicles CABR Content-Adaptive Machine Learning3 Min Read Ronen NissimonDecember 18, 2025 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…
AI Autonomous Vehicles CABR GPU Machine Learning NVENC NVIDIA3 Min Read Dani MegrelishvilionAugust 13, 2025 Beamr is Pushing the Boundaries of AV Data Efficiency, Accelerated by NVIDIA Designed to protect visual fidelity, Beamr’s solution helps address the infrastructure challenges associated with autonomous vehicle…
AI Autonomous Vehicles CABR GPU Machine Learning7 Min Read Tamar ShohamonJune 10, 2025 How Content-Adaptive Video Compression Tackles Autonomous Vehicle Data Explosion By Ronen Nissim and Tamar Shoham Overview The explosion of video data in autonomous vehicles (AVs) systems presents a critical challenge to…