OBJECTS

IAMUS Package Delivery Detector

Model Overview

The CVEDIA IAMUS Package Detector was developed to use home security and doorbell cameras to detect packages. Ensure that deliveries are accounted for with the ability to localize a package as it arrives and is taken.

Built using proprietary CVEDIA synthetic technology, IAMUS is resilient to awkward angles and unexpected scenarios.

Highlights

Performance

Optimized for edge performance with a low power profile

Perspective

Ground-to-ground; Elevated

Conditions

Dawn to dusk

Classes

Envelopes, Boxes, Packages

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

Residential Security

Ensure packages aren’t stolen with the IAMUS Package Detector. Integrate IAMUS into your security camera technology to notify homeowners when a package is removed.

Alert Systems

Alert home and shop owners of deliveries as they arrive using IAMUS.