Powered byCircleOps AI

Powering Smarter Mobility, Transportation, and Infrastructure with Easy-to-Implement, Reliable Image and Video AI

CircleDetect in action

Services

Our solutions are available as standalone services, custom-integrated into your workflow by our experts, or via flexible licensing.

Fixed Camera Analysis

Fixed Camera Analysis

Comprehensive analysis from stationary cameras at parking lots, intersections, and facilities for long-term monitoring and pattern detection.

Dash Camera Analysis

Dash Camera Analysis

Mobile analysis from vehicle-mounted cameras for route optimization, street-level assessment, and wide-area surveying.

Cloud-Based

Scalable cloud infrastructure for multi-site operations.

  • Automatically synced clips/snapshots
  • Manually uploaded footage

Edge-Based

Local processing for maximum privacy and low latency.

  • On-chip processing directly within the camera
  • Locally installed CPU's and GPU's

Hybrid

Best of both worlds combining edge and cloud.

Easy-to-implement: No complex hardware or infrastructure requirements.

Efficient Performance

High-power models operate within low-compute budgets across both edge and cloud environments.

Universal Compatibility

Software supports a wide range of camera options, from dash cams to infrastructure-free solar-powered cameras.

Flexible Deployment

Solutions adapt to specific needs by balancing model size and edge-to-cloud processing.

Accessible Proof of Concept

Free or low-cost demos validate capabilities on your preferred or proprietary hardware before scaling or heavy investment.

Solar-powered camera deployment

Solar-powered camera with no WiFi or power infrastructure required

Computer vision analysis

AI-powered computer vision analysis in action

Reliable: Precise, Robust Performance Paired with Continuous Improvement

Robust Performance

Designed for the unpredictability of the real world, our models work under or gracefully navigate adverse weather, shifting perspectives, and high-density occlusions

24/7 Monitoring

We implement robust AI and human monitoring to ensure results are good and to discover new error and edge cases.

Continuous Improvement

New edge cases and error cases are inevitable. Based on our proactive 24/7 monitoring and your feedback we continuously improve the models.

Fully managed Computer Vision AI

We provide an end-to-end experience so you never have to worry about maintaining, monitoring, or working with Computer Vision AI at all. We'll handle everything. Free or low-cost demos are often available.

1

Adapt

Our team customizes and fine-tunes our computer vision models to work seamlessly with your specific cameras, environment, and use case requirements.

2

Monitor and Support

Continuous monitoring ensures your system performs optimally, with proactive detection and resolution of any issues that arise in real-world deployment.

3

Improve

Your system gets better over time with ongoing optimization based on production data and the latest AI advancements, ensuring you always have cutting-edge performance.

Model Accuracy Comparison

Robust performance day 1, continuous improvement over time

Sample Capabilities

Comprehensive Computer Vision AI capabilities that can be deployed across a wide range of environments and cameras. Click on each tile to learn more.

About the Team

Team Map

Our team combines deep expertise in applying computer vision and AI to mission-critical production use-cases. This includes large-scale Computer Vision AI projects for Hong Kong International Airport, Sephora retail outlets, and major social media platforms like Reddit and Snapchat.

Based in San Francisco, we work with clients across the globe to deliver cutting-edge computer vision solutions that solve real problems in parking management, transportation, and infrastructure monitoring.