AI Vehicle Classification
Real-time vehicle classification from standard IP cameras
Project at a Glance
- Industry
- Industrial IoT, Automation & Connected Operations
- Services
- Computer Vision Development
- Real-Time Video Analytics
- Tolling & Audit Support
- Region
Pakistan
Simple IP Cameras
Low hardware overhead
Pakistan
Client Region
Broad Categories
Motorbikes → Trucks
Key Features
Identifying what limits automated vehicle classification in practice, and solving each with camera-based computer vision.
Real-Time Classification
Classifies vehicles directly from live IP-camera feeds.
Classification Lagged Behind the Traffic
Batch review of recorded footage cannot support workflows that need a decision while the vehicle is still at the point of capture.
Problems we solve
The operational hurdles that stood between the business and its goals.
Batch review of recorded footage cannot support workflows that need a decision while the vehicle is still at the point of capture.
Our SolutionReal-Time Classification
Classifies vehicles directly from live IP-camera feeds.
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- AI
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Technology Stack
A modern, scalable technology stack built for performance, security and long-term growth.
- AWS
- Azure
- GCP
- Python
- Go
- Node.js
- PyTorch
- TensorFlow
- AWS
- Azure
- GCP
- Python
- Go
- Node.js
- PyTorch
- TensorFlow
Measurable results, delivered
What the system delivers camera-based vehicle classification layer.
Simple IP Cameras
Low hardware overhead
Pakistan
Client Region
Broad Categories
Motorbikes → Trucks
Classified vehicles in real time directly from live IP-camera feeds.
Let's build what
runs your future
Tell us where you are. We reply within one business day with an engineering point of view.Tell us where you are — an idea, a platform under pressure, or an operation ready to scale. We come back within one business day with an engineering point of view, not a sales script.