Tag: Tesla
7 articles
AI Research #126: Tesla FSD V14 Engineering - High-Precision Occupancy and World Modeling
Tesla developed AI-driven high-precision occupancy network, converting multi-camera video into continuous 3D Signed Distance Field (SDF).
AI Research #125: Tesla FSD Business Model and Competitive Landscape
As of end 2022, Tesla had ~$2.9 billion in FSD-related deferred revenue Q4 2022 recognized $324 million in FSD revenue
AI Research #124: Tesla FSD V14 Deep Analysis
Tesla FSD V14 real-world performance and road tests, comparing V13.2 on urban roads and highways: key disengagement metrics, lane changes/ramps, destination arrival...
AI Research #123: FSD V14 Deep Analysis - Vision-Only SDF vs V12
3D environment reconstruction Precision: 10cm (3× improvement over V12's ~33cm resolution) Multi-frame spatiotemporal fusion for dynamic object tracking
AI Research #117: Tesla FSD Vision Analysis - Multi-camera Fusion and Occupancy Network
Detailed analysis of Tesla's 3D rendering (Occupancy Network): multi-camera spatiotemporal fusion → voxel occupancy → bird's eye coordinates.
AI Research #116: Tesla HW3.0 vs HW4.0 - Camera Resolution, Compute and Perception Upgrade
Comprehensive comparison of Tesla HW3.0 and HW4.0 hardware: camera resolution upgraded from 1.2MP to 5MP with better HDR/night vision
AI Investigation #71: Embodied AI Case Studies - From ROS to Tesla Optimus in Open Source and Commercial Practice
Typical practices of embodied AI in architecture, capabilities and applications.