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…
Beamr’s ML-Safe Video Compression Validated on NVIDIA Cosmos Curator
ML-Safe Testing Series, Part 4: 41%–57% file size reduction with no measurable impact on AV captioning for Cosmos Curator outputs Ronen…
From Uncertainty to Confidence: ML-Safe Video Data Compression for Physical AI Systems
How content-adaptive compression, accelerated by NVIDIA, addresses video data bottlenecks for physical AI pipelines, including autonomous…
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,…
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…
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…