AI-powered Vehicle Counting Software
Count, Classify, and Monitor Traffic Flow in Real-Time
With computer vision and deep learning expertise, we turn standard cameras into smart traffic monitors—delivering accurate counts, classifications, and insights for any road or facility.
Precision Traffic Monitoring for Complex US Roads
Our vehicle counting system is designed for high-volume highways, complex intersections, and fast-paced traffic across major US cities. It delivers real-time, accurate data on vehicle counts, classifications, and traffic flow, using deep learning, multi-lane tracking, and advanced analytics.. It’s built to meet the unique demands of US road networks and traffic conditions, offering robust support for a wide range of scenarios.
Supports freeway ramp merges and lane switching
Handles wide-angle, low-mounted US camera feeds
Tracks vehicles in heavy congestion and high-speed zones
Flags abnormal patterns like stalled vehicles or wrong-way driving
Offers API-based integration with existing traffic systems
Scales from single intersections to city-wide deployment
Benefits of Using Our AI-Powered Counting Software
Decoding complex road dynamics and providing real-time data on traffic, vehicle, and temporal pattern analysis to monitor peak hours, identify congestion, and track evolving traffic flow — instantly and with high precision.
Real-Time Detection & Counting
Automatically detect, track, and count vehicles entering, exiting, or moving through defined zones like intersections, toll booths, parking lots, and highways. Providing real-time, low-latency traffic data without delays or missed counts.
High Accuracy in Any Condition
Delivers pinpoint accuracy in rain, fog, low light, glare, and heavy traffic. Tracks every vehicle without losing count or missing detections.
Seamless Integration
Easily integrate with your existing CCTV or IP camera systems without requiring new hardware. Our vehicle counting software works with your current setup, making installation quick and cost-effective.
Scalable for Any Use Case
Scale effortlessly from a single parking lot to city-wide traffic networks. Our AI-powered software adapts to your requirements, ensuring seamless performance as your infrastructure expands.
Zero Manual Counting
Automate traffic data collection to eliminate human error, providing improved, more accurate insights for better decision-making.
Our Vehicle Counting Software Features
A ready-to-deploy vehicle counting software that can be easily integrated into your existing systems and cameras.
Customizable
Tailor the software solution to your specific needs and enhance your traffic analysis or reports with ease. Fully customizable to meet the unique requirements of your business.
License Plate Recognition
Leverage automatic license plate recognition to identify vehicles from images captured by our integrated smart camera systems, providing an extra layer of data for traffic management and enforcement.
Smart Zone Monitoring
Configures specific zones for targeted counting, allowing precise monitoring of designated areas, entrances, or exits.
Automated Data Analytics Dashboard
Displays real-time and historical traffic data through an easy-to-navigate interface, offering insights to optimize traffic flow.
Vehicle Classification
Our system categorizes transit vehicles within a designated area, distinguishing between cars, buses, trucks, motorcycles, bicycles, and more. Gain detailed insights into the distribution of each category across different daily time slots.
Vehicle Counting and Direction Analysis
Access comprehensive data on the total number of vehicles and their directions. Analyze daily data and drill down into specific time slots to understand traffic patterns and trends.
Dynamic Multi-Angle Tracking
Uses multiple camera perspectives to capture and verify vehicle counts accurately, even in crowded or complex settings.
On-Premise & Cloud
We provide both cloud and on-premise deployment on a variety of hardware.
Customizable
Tailor the software solution to your specific needs and enhance your traffic analysis or reports with ease. Fully customizable to meet the unique requirements of your business.
License Plate Recognition
Leverage automatic license plate recognition to identify vehicles from images captured by our integrated smart camera systems, providing an extra layer of data for traffic management and enforcement.
Smart Zone Monitoring
Configures specific zones for targeted counting, allowing precise monitoring of designated areas, entrances, or exits.
Automated Data Analytics Dashboard
Displays real-time and historical traffic data through an easy-to-navigate interface, offering insights to optimize traffic flow.
Vehicle Classification
Our system categorizes transit vehicles within a designated area, distinguishing between cars, buses, trucks, motorcycles, bicycles, and more. Gain detailed insights into the distribution of each category across different daily time slots.
Vehicle Counting and Direction Analysis
Access comprehensive data on the total number of vehicles and their directions. Analyze daily data and drill down into specific time slots to understand traffic patterns and trends.
Dynamic Multi-Angle Tracking
Uses multiple camera perspectives to capture and verify vehicle counts accurately, even in crowded or complex settings.
On-Premise & Cloud
We provide both cloud and on-premise deployment on a variety of hardware.
Counting All Automobiles With Pinpoint Accuracy.
We simplify vehicle recognition and counting in challenging traffic and weather conditions with custom AI-powered solutions that reliably detect, classify, and track all types of vehicles—cars, trucks, bikes, buses, and more —in real-time.
Vehicle Counting Software Functionality
with Our AI-powered Add-ons
Background Blur
Blur background in images and video feeds to focus only on vehicles in focus.
Number Plate Detection and Reading
Detect and read license plates on vehicles in real time.
Vehicle Make, Model, Color Detection
Identify the vehicle, make, model, and color to track vehicles and spot them in all images and video feeds.
Remove Or Blur Number Plates
Ensure privacy protection and avoid violations by removing license plate numbers from images and video feeds.
Manual Counting vs. Vehicle Counting Software
Our custom Vehicle counting systems are built for precise tracking of each vehicle, helping authorities monitor traffic flow, reduce congestion, and respond to road conditions in real-time.
 Before (Manual or Legacy Systems) |
 After (With Our AI-Powered Solution) |
|
|---|---|---|
| Vehicle Counting | Manual counts, delayed reports | Real-time, automated, 95%+ accurate |
| Staff Involvement | High — constant monitoring & logging | Low — AI handles detection & reporting |
| Traffic Insights | Basic or outdated data | Deep, real-time analytics & trends |
| Vehicle Types | No classification | 12+ vehicle classes identified instantly |
| Camera Usage | Underutilized surveillance only | Dual-purpose: surveillance + smart analytics |
| Response Time | Reactive (after issues arise) | Proactive (real-time alerts & thresholds) |
| Scalability | Hard to expand without major investment | Scales effortlessly across locations |
| Integration | Siloed or incompatible | API-ready, syncs with your systems |
How our Vehicle Detection Software works
Built for smart cities and businesses, our system provides fast, reliable vehicle detection to improve traffic management and road safety everywhere.
Tracks and Counts Vehicles—Live and Accurate
Live inference, object tracking, and accurate vehicle classification—all in real time.
Vehicle Recognition, Counting, and Classification Applications
Our software supports real-world business needs—managing access gates, monitoring traffic flow, tracking fleet activity, and optimizing parking across any environment.
Make informed decisions to alleviate key inefficiencies by monitoring traffic and congestion easily.
Monitor vehicles that enter/exit the premises
ALPR automatically detects and reads plates on cars at toll gates.
Efficient Drive-Thru Management
Boost drive-thru efficiency & performance to avoid abandonment and excessive wait times.
Ensure that vehicles abide by your parking policy, and receive alerts for violations with our license plate recognition parking system.
Support law enforcement activities with real-time vehicle identification and license plate recognition, aiding in crime prevention and traffic regulation enforcement.
Enhance public transport efficiency by understanding vehicle patterns and peak hours, allowing for better scheduling and resource allocation.
Vehicle Detection & Counting
Overcome traffic delays with automated vehicle counting.
You Choose the Deployment Model
As industry leaders and deep learning experts, we deliver innovative, scalable, and efficient AI solutions.
Cloud Deployment
Scalable, secure access from anywhere with minimal infrastructure.
On-Premise Deployment
Full control over data and infrastructure within your own network.
Hybrid Setup
Combine cloud convenience with on-site reliability and compliance.
APIs
Seamless integration with existing systems, dashboards, and third-party platforms.
Customer Success Story
AI-Powered Mental Health Chatbot
AiGenics wanted to build a platform solution addressing mental health issues and providing a platform to various people for digital cognitivist behavioral therapies and self-meditation through different proven methods. To achieve this, AiGenics needed to partner with a company that could develop the platform with an AI-powered chatbot that could provide 24/7 support and assistance on a user’s mental health.
Expertise used
Machine Learning, RasaGPT
Country
USA
Industry
Embedded Software Products
Player Performance Analysis App
Locked In Lacrosse - a lacrosse training provider based in New Jersey, sought Folio3's expertise to develop an AI-powered performance analysis app. The AI app processed training videos and extracted insights based on form and pose to determine optimal and tailored training at scale.
Expertise used
Machine Learning, Computer Vision, and Deep Learning
Country
USA
Industry
Sports
AI Based Food Detection And Health Tracking Application
Using Human-centered technology, data science, and AI Opsis Health works to improve human health and well-being everyday. Opsis needed an AI-based application to help customers keep track of their calorie count and carb intake by tracking their serving size and nutritional facts.
Expertise used
Object Detection and Counting, AI Analytics
Country
USA
Industry
Wellness and Fitness Services
S3 TO DELTA TABLES IN DATABRICKS
As a software company that collects canine data through sensors makes it worthwhile and feeds it to their ML algorithms for further insights, Kinship faced challenges while fetching data older than 90 days for their Machine Learning Algorithms. Folio3 augmented its staff with an experienced Data Engineering team for faster deployment, reduced system errors, and a smooth integration on the cloud.
Expertise used
Machine Learning, Data Engineering
Country
USA
Industry
Embedded Software Products
AI-Powered OCR Solution
Autocomplete is a US-based startup company that enables its users to choose their own automobile insurance plans. Combining artificial intelligence with strategic partnerships they have enabled a user experience that provides zero-effort auto-protection. Folio3 developed a state-of-the-art computer vision-based AI solution that processed the data from multiple insurance providers and input the extracted data into autocomplete application.
Expertise used
Optical Character Recognition (OCR), PostgreSQL & Django functionality
Country
USA
Industry
Insurance
AI-Powered Mental Health Chatbot
AiGenics wanted to build a platform solution addressing mental health issues and providing a platform to various people for digital cognitivist behavioral therapies and self-meditation through different proven methods. To achieve this, AiGenics needed to partner with a company that could develop the platform with an AI-powered chatbot that could provide 24/7 support and assistance on a user’s mental health.
Expertise used
Machine Learning, RasaGPT
Country
USA
Industry
Embedded Software Products
Player Performance Analysis App
Locked In Lacrosse - a lacrosse training provider based in New Jersey, sought Folio3's expertise to develop an AI-powered performance analysis app. The AI app processed training videos and extracted insights based on form and pose to determine optimal and tailored training at scale.
Expertise used
Machine Learning, Computer Vision, and Deep Learning
Country
USA
Industry
Sports
AI Based Food Detection And Health Tracking Application
Using Human-centered technology, data science, and AI Opsis Health works to improve human health and well-being everyday. Opsis needed an AI-based application to help customers keep track of their calorie count and carb intake by tracking their serving size and nutritional facts.
Expertise used
Object Detection and Counting, AI Analytics
Country
USA
Industry
Wellness and Fitness Services
S3 TO DELTA TABLES IN DATABRICKS
As a software company that collects canine data through sensors makes it worthwhile and feeds it to their ML algorithms for further insights, Kinship faced challenges while fetching data older than 90 days for their Machine Learning Algorithms. Folio3 augmented its staff with an experienced Data Engineering team for faster deployment, reduced system errors, and a smooth integration on the cloud.
Expertise used
Machine Learning, Data Engineering
Country
USA
Industry
Embedded Software Products
AI-Powered OCR Solution
Autocomplete is a US-based startup company that enables its users to choose their own automobile insurance plans. Combining artificial intelligence with strategic partnerships they have enabled a user experience that provides zero-effort auto-protection. Folio3 developed a state-of-the-art computer vision-based AI solution that processed the data from multiple insurance providers and input the extracted data into autocomplete application.
Expertise used
Optical Character Recognition (OCR), PostgreSQL & Django functionality
Country
USA
Industry
Insurance
AI-Powered Mental Health Chatbot
AiGenics wanted to build a platform solution addressing mental health issues and providing a platform to various people for digital cognitivist behavioral therapies and self-meditation through different proven methods. To achieve this, AiGenics needed to partner with a company that could develop the platform with an AI-powered chatbot that could provide 24/7 support and assistance on a user’s mental health.
Expertise used
Machine Learning, RasaGPT
Country
USA
Industry
Embedded Software Products
Frequently Asked Questions
What kind of cameras are compatible with the software?
Any standard CCTV or IP camera will work with our system if it streams video.
Is the software scalable for multiple locations or cameras?
Yes! Easily scale across intersections, lots, or cities — no limit on camera count.
Can I view the data in real time?
Absolutely. Get real-time dashboards, alerts, and live traffic metrics as it happen.
Do I need new hardware to use this?
No new hardware needed — works with your existing camera infrastructure.
Does it classify different vehicle types?
Yes, it detects and classifies cars, trucks, buses, bikes, and more.
Is the data stored securely?
Yes. All traffic data is encrypted and securely stored following industry best practices.
Can I export reports or integrate with other systems?
You can download reports or integrate data via API for custom workflows.
What environments does it work best in?
It performs well in highways, parking lots, intersections — even in low light or bad weather.
LET’S TALK ABOUT YOUR PROJECT:
Vehicle Detection & Counting Solution FAQs
What is vehicle counting software?
Vehicle counting software uses AI cameras and algorithms to count vehicles in real-time, helping with traffic management, parking, and infrastructure planning.
How accurate is the vehicle counting system?
The system offers high accuracy by utilizing AI-driven cameras, which can detect vehicles even in high-traffic or low-light conditions, ensuring reliable data with minimal errors.
Can the software classify different types of vehicles?
Yes, the software can classify vehicles by type, size, or weight, enabling detailed insights into traffic composition and assisting with more targeted traffic management strategies.
Is the vehicle counting software easy to integrate with existing systems?
Yes, the software is designed to integrate efficiently with existing infrastructure, such as traffic cameras and monitoring systems, minimizing setup time and cost.
What industries can benefit from vehicle counting software?
Vehicle counting software is useful in industries like traffic management, parking, toll booths, logistics, and smart cities, offering data for better optimization and planning.
