About
Development of an on-premises device for detecting individuals and showcasing advertisements on DOOH displays in transportation or outdoor locations using computer vision technology.
Challenge, approach, and impact
On-Premises Computer Vision Device Development
Development of a compact on-premises computer vision device for detecting individuals and showcasing targeted advertisements on DOOH displays in transportation or outdoor locations.
Machine Learning Model Training
Training a machine learning model for successful object recognition, object detection, tracking, and classification using deep learning techniques.
Deployment Optimization for Edge Devices
Transforming the computer vision model into ONNX and TensorRT formats to ensure seamless deployment on edge devices like Jetson Nano and Jetson Xavier with limited GPU and RAM memory.
How we built
Testimonials
Jane L., Project manager @ SoftTeco
SoftTeco
“Amazing team and result!“
Team structure
Client team
Alex L
CTO
Project stakeholder
The client stakeholders at SeeDoo were working closely with the team at SoftTeco
Agency team
3 x ML engineer
Production