Edge Deployment

On-Premise Deployment, Hot Updates

Viselume supports localized deployment and hot updates, keeping data on-site to meet compliance and latency requirements for manufacturing and security scenarios.

Core Features

Edge Capabilities Built for the Field

From data compliance to real-time response, Viselume edge deployment covers all enterprise-grade operational requirements.

Data Stays On-Site

Inference completes at the customer site. Sensitive visual data never needs to be uploaded to the cloud, meeting compliance requirements for manufacturing and security.

Millisecond Response

Edge inference latency under 50ms, supporting high-speed production line cycles and real-time alert scenarios.

Hot Updates

Models and configurations support hot updates, iterating without downtime, ensuring 24/7 continuous operations.

Offline Capable

Supports offline mode. Core vision capabilities remain available during network outages, auto-syncing when connection restores.

Lightweight Deployment

Adapts to industrial gateways, edge boxes, and GPU servers, with flexible selection per scenario.

Hybrid Architecture

Hybrid architecture of edge inference + cloud training, balancing real-time performance with model iteration efficiency.

Deployment Options

Flexible Selection by Scenario

From single production line to multi-site, Viselume provides deployment options for different scales.

ARM / NPU

Edge Box

Lightweight edge inference device, suitable for single production line or single store scenarios.

  • Power < 25W
  • Latency < 50ms
  • 4 Video Channels
  • IP65 Protection
NVIDIA / Domestic GPU

GPU Server

High-performance edge server, suitable for multi-line or large site scenarios.

  • 32 Video Channels
  • Latency < 20ms
  • Multi-model Parallel
  • Rack Deployment
Private / Public Cloud

Hybrid Cloud

Cloud training + edge inference, suitable for multi-site unified management scenarios.

  • Centralized Model Training
  • Edge Hot Updates
  • Global Data Dashboard
  • Multi-tenant Isolation
Hot Updates

Iterate Without Downtime, Continuous Optimization

Models and configurations support hot updates, iterating without downtime, ensuring 24/7 continuous operations.

01

Cloud Training

Train new model version on new data

02

Canary Validation

Small-scale canary validation of accuracy and stability

03

Hot Update Push

Push to edge nodes via encrypted channel

04

Seamless Switch

Hot-load new model, switch without downtime

Make Vision Your Operational Signal

Book an expert demo to explore how Viselume can deliver multimodal vision intelligence for your enterprise.