HUMANS

Talos Aerial - Crowd-Ready Human Detector

Model Overview

Detect a wide variety of person features and conditions using the Talos Crowd-Ready Human Detector. Trained to perform from a variety of aerial perspectives, Talos was developed using proprietary synthetic technology for better performance in crowds.

Talos performs in both indoor and outdoor scenarios including daytime and low lighting, and is highly effective for detecting humans in groups and busy areas.

Highlights

Performance

Optimized for edge performance with a low power profile

Range

300m

Conditions

Dawn to dusk; Artificial lighting

Environment

Environmentally-agnostic performance

About CVEDIA

CVEDIA is a pioneer in the use of synthetic data for machine perception. We use deep learning to create synthetic-based detection and classification algorithms. CVEDIA models actually outperform traditional models because synthetic data allows for feature-based design. That means our models are safer and quicker to market. Today we work with over 30 of the world’s largest companies on their most complex deep learning projects.

Every model is backed by an ongoing maintenance service, as well as the ability to customize and add to a model through our in-house development team. We’ll even help you deploy our models in your software stack. Contact us for more information.

Operating Specifications

FUNCTIONALITY

Detection

SENSOR MODALITY

Visible light

ARCHITECTURE

Backbone: Resnet-101, Detector: RefineDet

KERNEL INPUT SIZE

512×512

CVEDIA Services

Maintenance

Each CVEDIA model comes backed with an ongoing maintenance agreement. Our team is available for continuous improvements and to ensure upkeep. Reach out to us for more information.

Fine Grain Classification

Speak to our team to discuss model classification as a service add on or as a separate model. CVEDIA’s in-house team will work with you to define your requirements, and build a synthetic-based model incorporating your classification specifications.

Additional Classes

CVEDIA models are built using proprietary synthetic data technology – meaning adding additional classes to your model is possible in a matter of weeks.

Use Cases

Security

Use the Talos Human Detector as a part of a larger security framework. Enhance your existing security grid and ensure your system is ready for anything with a model trained to detect an extensive variety of situations.

Smart Cities

Ensure state-of-the-art performance in smart city applications. Because Talos is highly effective in crowds and busy areas, you can be sure that your system correctly perceives individuals in urban areas.

Perimeter Security

Add to existing perimeter security measures with a model built to detect humans in both daytime and low lighting conditions. The Talos Human Detector has been tailored to reduce false positive in typical conditions through CVEDIA’s pioneering use of synthetic data.

Public Events

Ensure peace of mind in public spaces and events with less resources using the Talos Crowd-Ready Human Detector. CVEDIA models help you surpass the data collection and training phases of your project, so that you can get to market quicker.