Role
Reliable image detection and real-time execution of multiple deep learning models.
Technology
Data capture and labeling, deep learning and model design, data pipeline, user interface, factory deployment
Verticals
Quality control, safety and security, item classification, and logistics.
BCG is one of the world's three largest strategy consulting firms.
The Background
As a pioneer in business strategy since 1963, BCG is a leader in management consulting as well as technology and design, digital ventures, and business purpose.
Areas of Focus
BCG chose to tap the data science expertise of Dynam.AI to build factory safety solutions that leverage computer vision to automatically detect unsafe situations and behavior. This represents a paradigm shift for BCG customers who are reactive rather than proactive. Complex visual environments on the factory floor (very dark to bright light) pose challenging computer vision problems.
Identification of
Dangerous Scenarios
Real-time Tracking
Life Saving Factory
Safety Alerts
The Challenge
Our Approach
Our team was able to use a multidisciplinary approach to define a system for reliable image detection across various locations on the factory floor at various times of day. In addition, we were able to create, test and deploy a solution that enables real-time execution of multiple deep learning models.
Surveillance Cameras
Targeted Data Capture
Deep Learning Model Design
Real-time Pipeline and Model Execution
UI / UX
On-premise Deployment at Factory
The Solution
