Architecture

From capture to intelligence to application

A layered architecture: each layer has a clear responsibility, is independently replaceable, and exposes standardized interfaces to the layer above.

Application Layer
Security · Industrial Vision · Robotics
Intelligence Layer
AI Models · Decision Engine
Processing Layer
BangStream · Video Pipeline
Hardware Layer
BangOptix (Roadmap)
Capture Layer
Lens · Camera Module

Processing Pipeline

End-to-end pipeline

The platform does not bind to any specific algorithm — algorithms exist as plugins, and applications consume only standardized vision features.

Input

  • Vision Input
  • RTSP · ONVIF · GB28181
  • USB · HDMI · File

Processing

  • Detection
  • Tracking
  • Recognition

Output

  • REST API
  • Webhook
  • Events

Closed-loop Vision

From passively receiving images to actively acquiring better ones

In traditional systems AI can only passively accept images. Bang Vision forms a loop through Control + Optics + Sensor: understand → control → acquire better data → understand again.

Understand

  • AI Analysis
  • Vision Features

Control

  • Lens · Sensor · ISP
  • Exposure · Focus · Zoom

Acquire

  • Better Image
  • Richer Information
Closed-loop vision is a Phase 2 platform direction.

Deployment

Deployment Targets

We are upfront about what is not supported — focusing on real-time edge vision processing is what makes the platform strong.

Current Support

Android Edge Devices

RTSP input and on-device AI inference.

Linux Edge Devices

ARM64 with GPU/NPU acceleration (hardware-dependent).

RK3588 Platforms

Evaluation and development support.

In Progress

Industrial Cameras

Custom Sensor Integration

Hardware Control Layer

Not in Scope: Currently optimized for edge deployment scenarios. Cloud-based large-scale video management is not the focus of the platform.

Get Started

See the platform in action

Explore the technical demo, or tell us about your use case to request a live walkthrough.