HUMANS
TALOS 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 ground-to-ground 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, busy areas, and crowds.
Highlights
Performance
Optimized for edge performance with a low power profile
Perspective
Ground-to-ground perspectives
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
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.
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.
ADAS
Ensure your driver safety system is prepared with TALOS. Because TALOS is highly effective in crowds and busy areas, you can be sure that your ADAS / AD system is state of the art and safe for both drivers and pedestrians.
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.