OpenMV

OpenMV delivers real-time computer vision and ML inference on microcontroller-class hardware, is fast to implement, and fully local with heightened privacy.

Overview

OpenMV is a Python-programmable embedded vision platform for running image processing and ML inference locally on microcontroller hardware. Fast development without cloud processing or external GPUs.

Why This Technology Matters

On-device processing delivers low latency without network dependency, runs on battery power, and keeps all data local. OpenMV is designed for real-time applications where cloud processing isn't practical.

Why You Need It

If your product requires vision processing but can't rely on cloud connectivity, needs to preserve battery life, or must keep data private, OpenMV provides a production-ready solution. It's fast to prototype with Python and scales to deployed products without architectural changes.

Our Expertise

Performance Optimization

Rapid prototyping in MicroPython with critical paths implemented in C using OpenMV's internal APIs for speed and deterministic behavior.

ML Acceleration

Optimized inference pipelines for H7 Plus (CPU preprocessing) and N6/AE3 devices using CMSIS-NN and NPU acceleration.

Production Focus

Low latency, low power, and deterministic execution for autonomous systems and remote sensing applications.

Use Cases

Robotics & Drones

Visual navigation, obstacle detection, target tracking

Industrial Inspection

Defect detection, asset monitoring, analog gauge reading

Development & Validation

Rapid prototyping of detection and classification algorithms

Classical Vision

Pattern detection, color tracking, motion detection

Tools & Ecosystem

Software

MicroPython, OpenMV IDE for debugging and real-time visualization

ML Support

TensorFlow Lite models with CMSIS-NN/NPU acceleration

Hardware

H7 Plus, N6, AE3 camera modules

I/O

I²C, SPI, UART, USB, optional Wi-Fi

Sensors

Global shutter, thermal imaging, interchangeable lens options

SDK & Toolchain

MicroPython and C/C++ SDK with OpenMV IDE for embedded vision bring-up and debugging

Binho's OpenMV Implementation Services

We integrate OpenMV into production systems, handling hardware selection, firmware optimization, ML model deployment, and manufacturing qualification. Whether you need a complete vision system designed or help optimizing an existing OpenMV implementation, we bring production engineering experience to get your product shipped.

What we deliver:

OpenMV hardware integration (H7 Plus, N6, AE3 platforms)
Custom firmware and application software
ML models (training data, quantized models, deployment packages)
Performance benchmarks and power consumption analysis
Production test procedures and quality control documentation
Manufacturing coordination and supplier qualification

Ready to Integrate OpenMV Into Your Product?

Let's discuss how OpenMV can solve your computer vision challenges.