This is computer vision applied to a problem operators already understand — six camera feeds fused into a single bird’s-eye view of an engagement, running on edge hardware, with vehicles and people tracked live.
We build systems like this for a living. Helmet-cam fusion for an SF team is the next version of the same problem, and we’re the right team in the right ZIP code to build it with you.
Hailo-8 + PETRv2 · 6 nuScenes cameras · open-source reference demo
Detection, pose, depth, segmentation. These are the primitives we combine to solve fusion, tracking, and situational-awareness problems on operator-worn and operator-carried hardware. Every tile below is running on a low-SWaP edge accelerator — no cloud round-trip, no latency penalty.
Open-source demos courtesy of Hailo · github.com/hailo-ai
The clip above is an open-source automotive reference — six fixed cameras fused in real-time on edge hardware. The technique is mature; the platform isn’t a car.
Adapting it to helmet-cam streams for an SF element is an engineering effort, not a research bet. The path runs through camera geometry, ego-pose without GPS, and ground-plane handling for the terrain operators actually move on — all solvable, all the kind of work we do.
That’s the conversation we want to have with you.
Multi-camera CV and sensor fusion. Edge AI on purpose-built accelerators — Hailo, Jetson, and the class of devices that fit on a kit or in a ruck. Object detection, pose, depth, segmentation, tracking — deployed, not theorized. A decade-plus of applied AI/ML across multiple domains between the two of us.
INDY: Navy pilot, 10+ years USAF flight test engineer. BOOT: supported AFWERX from inside the Air Force. Between us we’ve sat across from SF operators, flight crews, and program offices — we know how the conversation goes, and we know which details actually matter to the end user. Comfortable with comms integration and ATAK plug-in workflows; we’ve used the tools you use.
SAM/CAGE registered. ATO process literacy. CUI and SECRET handling. AWS and GCP — including the AFWERX GCP environment under AFSOC/AFRL. Deliver on-prem, hybrid, or cloud, depending on what your security posture needs. SOFWERX engagement in process.
Bonus — we’re neighbors. Crestview, FL. Front door to Eglin’s gate is shorter than most contractors’ commute to their own office.
No capability statement, no slide deck. First call is 30 minutes — you tell us what the unit needs, what you can share, and what shape a budget might take. We tell you what we’d build and how fast.
Book a 30-minute call →Prefer a different channel? eric@octocore.ai · +1 919 524 8595