Why a Timeline Profiler Finds What a Code Profiler Misses
Two real cases in favor of a timeline profiler: multi-camera GPU inference and a WebGPU pipeline…
How We Built Metrically Accurate 3D Annotations from a Single Camera
Every 3D annotation tool we evaluated was built around the same assumption: that metric geometry…
AI and 3D Vision on the Renesas RZ/V2H: From Edge Processing to Smart Camera Reality
A complete AI and 3D vision pipeline running on a single embedded SoC, combining real-time object…
Multi-modal foundation models out of the lab: a reality check
The field of computer vision is in the middle of a paradigm shift, driven by the revolutionary…
Onsemi Hyperlux ID AF0130: Industrial iToF Depth Sensor Evaluation
Industrial depth sensing forces trade-offs: precision or range, indoor or outdoor. We tested…
Beyond the Frame: What Are Event Cameras and Why Do They Matter?
These bio-inspired sensors don't see images: they see change. We explore the technology, the…
Renesas RZ-V2H Embedded Vision Platform: A Comprehensive Evaluation
A crucial part of our work at Deep Vision Consulting involves evaluating the latest hardware to…
Efficient Multiple Object Tracking with MHT
In the field of computer vision, the race for performance is often defined by bigger models and…