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Computer Vision Development Services
We provide custom computer vision development services for sports analytics, industrial inspection, parking enforcement, and drone navigation. Tell us where you are in the project and we'll take it from there.
10+
years on the market
97%
client satisfaction
250+
successful projects
Computer Vision Solutions We Develop
Requestum provides custom computer vision software development services for companies that need systems to work with image and video data. We develop each solution around clients' specific use cases and infrastructure.
- CV for Damage Assessment
- Quality & Defect Inspection
- Infrastructure & Asset Inspection
- Safety & Compliance Monitoring
- People & Flow Analytics
- Aerial & Drone Vision
- Sports & Motion Analysis
- Environmental & Wildlife Monitoring
- Security & Surveillance
- Medical Visual Analysis
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CV for Damage Assessment
We build systems that detect and classify physical damage from imagery. Insurance companies, logistics operators, and post-disaster assessment teams use these to replace manual inspection.
- Roof Damage Detection
- Vehicle Damage Detection
- Flood Damage Assessment
- Package & Cargo Damage Detection
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Quality & Defect Detection
We develop vision-based inspection systems that detect surface defects, contamination, and quality deviations. The systems work across production lines, agriculture, and infrastructure, anywhere consistent visual inspection matters.
- Fabric & Material Defect Detection
- Solar Panel Defect Detection
- Road & Pavement Defect Detection
- Crop Disease Detection
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Infrastructure & Asset Inspection
We build CV pipelines that process drone and camera footage to detect structural deterioration in bridges, pipelines, facades, and energy infrastructure. The goal is catching problems before they become safety incidents.
- Bridge Inspection
- Pipeline Inspection
- Power Line Inspection
- Wind Turbine Inspection
- Building & Facade Inspection
- Food Quality Inspection
- Weld Inspection
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Safety & Compliance Monitoring
We develop real-time monitoring systems that detect PPE violations, falls, and unauthorized access from live camera feeds. Construction sites, manufacturing floors, and high-risk facilities use these to automate what security teams cannot watch continuously.
- Workplace Safety Monitoring
- PPE Detection
- Fall Detection
- Restricted Area Intrusion Detection
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People & Flow Analytics
We build systems that count people, measure queue wait times, and map foot traffic patterns from camera data. The output feeds into staffing decisions, layout changes, and operational planning.
- People Counting
- Queue Management
- Foot Traffic Analytics
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Aerial & Drone Vision
We develop CV systems that process aerial and drone imagery for mapping, object detection, and autonomous navigation. Raw footage goes in, structured data comes out.
- Drone Survey & Mapping
- Vehicle Counting from Aerial Imagery
- Drone Obstacle Avoidance
- Satellite & Aerial Object Detection
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Sports & Motion Analysis
We build video analysis platforms that track athletes, measure performance metrics, and generate coaching data from game and training footage. We have shipped systems for football, tennis, and other sports.
- Sports Video Analysis
- Sports Performance Analysis
- Player Tracking Software
- Pose Estimation for Sports
- Exercise Form Correction
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Environmental & Wildlife Monitoring
We build CV systems that analyze camera trap and drone footage to detect species, monitor populations, and flag environmental changes. The systems are built for scenarios where the data volume makes manual review impractical.
- Wildlife Monitoring
- Camera Trap Image Analysis
- Bird & Bat Monitoring
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Security & Surveillance
We build multi-camera monitoring systems that turn raw footage into structured alerts. The systems classify events, track behavior patterns, and flag specific incidents.
- Video Surveillance
- Behavior & Crowd Analysis
- Anomaly Detection in Video
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Medical Visual Analysis
We develop CV systems trained on medical imaging data to support diagnostic and research workflows. Each system is built around the specific imaging modality and what clinicians actually need from it.
- Medical Image Analysis
- Skin Image Analysis
- Lab Sample & Pathology Analysis
Our Success Stories
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AI-Based Parking Surveillance
The client needed an AI system to monitor and enforce parking rules across US facilities. We built a solution that validates violations from image sequences, detecting parked cars, comparing entry and violation photos, reading license plates, and flagging cases where confidence is too low for an automatic call. The system reached 95% accuracy in violation determination.
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Online Exercises Quality Evaluation
The client needed a web app that could tell home workout users whether they were doing an exercise correctly in real time. We built it using MediaPipe POSE for body tracking and DTW to compare the user's movement against a reference recording. The user picks an exercise, tries to repeat it, and gets an instant quality score.
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AI-Powered Football Player Performance Analysis
The client needed a tool for coaches and recruiters to evaluate player performance directly from game footage. We built a web platform that tracks individual players frame by frame and calculates key metrics: max speed, time to max speed, yards of separation, and yards after catch. The system reached under 2% error rate in player tracking.
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Realtime Playing Card Recognition
The client needed a system that could read and classify playing cards during live casino gameplay accurately, across different card designs and orientations. We built a custom dataset and trained a YOLOv4-based detector with real-time video stream processing. The system handles diverse card designs without interrupting game flow.
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Detection of Cars on Overhead Images
The client needed a system to calculate car density across selected geographic regions using satellite and map imagery. We built a YOLO-based detector, integrated Google Maps tile processing, and visualized the results on interactive Leaflet.js maps. The system identifies and counts vehicles on overhead images.
AI-Based Parking Surveillance
The client needed an AI system to monitor and enforce parking rules across US facilities. We built a solution that validates violations from image sequences, detecting parked cars, comparing entry and violation photos, reading license plates, and flagging cases where confidence is too low for an automatic call. The system reached 95% accuracy in violation determination.
Online Exercises Quality Evaluation
The client needed a web app that could tell home workout users whether they were doing an exercise correctly in real time. We built it using MediaPipe POSE for body tracking and DTW to compare the user's movement against a reference recording. The user picks an exercise, tries to repeat it, and gets an instant quality score.
AI-Powered Football Player Performance Analysis
The client needed a tool for coaches and recruiters to evaluate player performance directly from game footage. We built a web platform that tracks individual players frame by frame and calculates key metrics: max speed, time to max speed, yards of separation, and yards after catch. The system reached under 2% error rate in player tracking.
Realtime Playing Card Recognition
The client needed a system that could read and classify playing cards during live casino gameplay accurately, across different card designs and orientations. We built a custom dataset and trained a YOLOv4-based detector with real-time video stream processing. The system handles diverse card designs without interrupting game flow.
Detection of Cars on Overhead Images
The client needed a system to calculate car density across selected geographic regions using satellite and map imagery. We built a YOLO-based detector, integrated Google Maps tile processing, and visualized the results on interactive Leaflet.js maps. The system identifies and counts vehicles on overhead images.
Our Computer Vision Software Development Expertise
Requestum applies core computer vision techniques to help companies work with image and video data in real-world systems. Our computer vision software development services focus on specific visual analysis tasks used across business applications.
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01Object Detection and Recognition
We build solutions that detect and locate objects in images and video - what's there and where. The approach scales across inspection pipelines, surveillance systems, and any workflow that needs to process visual input automatically.
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02Image Classification
We build classification solutions that assign categories to images without human review. This is useful when you need to process large volumes of visual data consistently and at speed.
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03Video Analytics
We develop video analytics solutions that analyze continuous video feeds, live or recorded, and extract structured data on events, movements, and activity patterns.
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04Facial Recognition
We build facial recognition solutions for identity verification and access control, comparing detected faces against reference sets in real time, from live feeds or static images.
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05Real-Time Visual Analysis
We build solutions that process visual data as it arrives. Hardware constraints, edge deployment, and latency targets shape the architecture from the start.
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06Spatial Analysis
We build solutions that interpret spatial relationships in visual scenes: object distances, layout configurations, and zone occupancy. These show up in navigation systems, occupancy monitoring, and robotics.
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07Pose Estimation
We build pose estimation solutions that track body posture and joint angles from video for sports performance analysis, exercise form evaluation, and movement-based interfaces.
What our customers say
Discover testimonials from our clients and learn why they trust us.
What our customers say
Discover testimonials from our clients and learn why they trust us.
Wes Murphy
Director Drone Services, Ironhorse Consultants
Requestum successfully established a complete computer vision development pipeline, including model training and geospatial output generation. The team went above and beyond expectations, asking questions to fully understand the project and delivering excellent communication and results.
James Hodson
CEO, MySyla
Requestum works more efficiently during a war than most other teams work in peacetime. The quality of development work is excellent on all fronts. Despite setbacks with the team needing to move around the country to stay safe, air raid sirens, and Internet outages, the team has never missed a deadline or gone a day without finding a way to communicate. Requestum genuinely cared about making sure the final product was exactly what was needed. The team improved the features in ways that we could never have come up with ourselves. They obviously enjoy working together, and have created an excellent team spirit and work ethos.
Danny van de Griend
CEO, Cecil Alliance
Requestum was always accessible and ready to discuss new ideas. Every suggestion that i have made during the project was carefully considered, and went through feasibility pipeline which worked perfectly for my platform.
VERIFIED
Review on
Ben Clink
Head of Customer & Digital, South Sydney Rabbitohs
I can confidently call Requestum a reliable partner who delivered an easy-to-use, feature-rich app on time and within budget. The team worked collaboratively, accommodated all requests and scope changes, and communicated effectively throughout the project. They went the extra mile to understand and respond to the requirements.
GianBruno Torrano
Vice President, Soft-net Sp. Z o.o.
The team is readily available and regularly checks in. Their responsive nature sets them apart and supplements continued engagement. Requestum has facilitated a positive customer experience by understanding the requirements and successfully implementing a number of complex backend functionalities.
Ruairidh Galbraith
Digital project manager, Uncommon Knowledge
The team at Requestum is very friendly, efficient and professional. We have worked with them on more than one occasion and are very pleased with the quality of service. So far we’ve made back the money that we spent in less than eight months of launching.
How Much Do Computer Vision Services Cost?
The cost of computer vision development services depends on what you're building and how much data you already have. Most projects fall into two ranges. Tell us your use case, and we'll give you a realistic number.
Proof of concept
$40K-$60K
8-12 weeks
You get a working system on your actual data: enough to know if the approach holds up.
Production system
$120K-$350K+
4-6+ months
Full build, connected to your infrastructure, and ready to deploy.
Why Choose Our Computer Vision Development Company
Real Results in Production
Real Results in Production
We build CV systems that work outside of test conditions. Two examples: 95% accuracy in parking violation enforcement, under 2% error rate in sports player tracking - both running in production.
Industry-Specific Experience
Industry-Specific Experience
We've built CV systems across a range of industries. When clients come with a domain-specific problem, we already know what the data looks like and where the edge cases tend to hide.
Clear Scope Before Development Starts
Clear Scope Before Development Starts
Before any code is written, we define what we're building, how long it takes, and what it costs. If something changes along the way, we flag it early.
Long-Term Support After Launch
Long-Term Support After Launch
Models drift, edge cases surface, and requirements change. Our computer vision development company stays involved after deployment - retraining, fixing, and updating as the system evolves.
Our Engagement Models
Project-Based Model
We agree on scope, deliverables, and timeline upfront, then build. You know what you're getting and what it costs before any work starts.
Dedicated Team
A team that works exclusively on your product for as long as you need. Right for ongoing development where requirements shift and a single delivery isn't enough.
Staff Augmentation
We add CV engineers to your existing team to fill specific skill gaps or increase capacity. The process stays on your side; we just bring the expertise.
Our contacts
We are committed to ensure quality in detail and provide meaningful impact for customers’ business and audience.
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UA Sales Office:
sales@requestum.com -
HR Team:
talents@requestum.com -
Estonia
15551, Harju maakond, Tallinn, Lasnamäe linnaosa, Sepapaja tn 6
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Ukraine
61183 str. Rodnikovaya, 9a, ap. 55a, Kharkiv, Ukraine
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Switzerland
6313, Seminarstrasse, 5, Menzingen