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AI IconComputer Vision Development Services

Computer Vision Eyes
That Understand Your World

PragetX builds intelligent computer vision systems that interpret images and videos, recognize patterns, detect anomalies, and make decisions in real time

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Our Computer Vision Services

Harness the power of Computer Vision to transform visual data into actionable insights with our end-to-end development solutions customized for your business goals.

Image & Video Analysis
Image & Video Analysis

Developing models that detect, classify, and track objects or actions in visual media for automation and monitoring.

  • Object Detection & Classification
  • Action Recognition
  • Real-Time Video Analytics
Facial Recognition & Biometric AI
Facial Recognition & Biometric AI

Implementing systems that identify, verify, and analyze faces and emotions across industries like security, HR, and retail.

  • Face Detection & Recognition
  • Emotion Analysis
  • Biometric Verification
Industrial Visual Inspection
Industrial Visual Inspection

Automating quality control with precision visual analysis to ensure defect-free manufacturing and compliance.

  • Defect Detection
  • Assembly Line Inspection
  • Real-Time Alerting Systems
Medical Imaging & Diagnostics
Medical Imaging & Diagnostics

Building AI tools for healthcare to interpret medical images, identify abnormalities, and assist diagnosis.

  • X-ray/MRI/CT Scan Analysis
  • Anomaly Detection
  • Report Generation Automation
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Our Computer Vision Development Process

A structured, iterative development model to deliver accurate, scalable, and robust computer vision systems:

1
Requirement Discovery & Use Case Planning
Requirement Discovery & Use Case Planning

We assess your business challenges, target use cases, and language-specific needs.

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Understand objectives

Bullet Point

Define input image/video types

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Align use cases with business goals

2
Data Collection & Annotation
Data Collection & Annotation

Choosing the most suitable models, frameworks, and tools based on your domain and complexity.

Bullet Point

Gather visual datasets

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Label images and videos accurately

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Preprocess for optimal training

3
 Model Selection & Architecture Design
Model Selection & Architecture Design

Gathering domain-relevant datasets, cleaning and preparing text data for model training.

Bullet Point

Choose suitable CNN/Transformer models

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Use pre-trained weights or build from scratch

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Optimize model architecture for deployment

4
Model Training & Validation
Model Training & Validation

Using deep learning and transformer-based models to build custom NLP engines.

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Train on custom datasets

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Fine-tune for accuracy

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Validate against test scenarios

5
System Integration & Real-Time Processing
System Integration & Real-Time Processing

Creating APIs, dashboards, or applications that leverage NLP models in real-time environments.

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Connect to video feeds, camera APIs, or devices

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Enable edge or cloud-based processing

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Optimize for latency and throughput

6
Deployment & Monitoring
Deployment & Monitoring

Ensuring high performance, low latency, and accurate outputs through rigorous testing.

Bullet Point

Deploy to cloud, edge devices, or embedded systems

Bullet Point

Enable continuous monitoring

Bullet Point

Gather feedback for model improvement

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Technologies We Use

We utilize state-of-the-art tools and frameworks to build production-ready computer vision applications:

Deep Learning Frameworks
PyTorch
PyTorch
TensorFlow
TensorFlow
OpenCV
OpenCV
Pre-trained Models
YOLOv8
YOLOv8
Detectron2
Detectron2
EfficientNet
EfficientNet
ResNet
ResNet
Annotation Tools
CVAT
CVAT
Labelbox
Labelbox
Edge Deployment
NVIDIA Jetson
NVIDIA Jetson
OpenVINO
OpenVINO
TensorRT
TensorRT
Cloud Platforms
AWS SageMaker
AWS SageMaker
Google Cloud AI
Google Cloud AI
Azure ML
Azure ML
Languages
Python
Python
C++
C++
ONNX
ONNX

Need a Hand in Custom Software Development

We have a track record in helping brands like yours to scale faster

Why Choose PragetX for Computer Vision?

1
Customized Solutions
Customized Solutions

Built to fit your exact use case and visual environment.

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2
End-to-End Expertise
End-to-End Expertise

From data collection to deployment and post-launch support.

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3
Real-Time & Scalable
Real-Time & Scalable

Optimized models for high-speed, real-time inference.

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4
Cross-Industry Applications
Cross-Industry Applications

Proven results across manufacturing, healthcare, security, and retail.

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5
Accurate Insights
Accurate Insights

High-precision detection and classification tailored to your domain.

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6
Ongoing Model Optimization
Ongoing Model Optimization

Regular retraining and updates to improve performance.

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7
Edge & Cloud Flexibility
Edge & Cloud Flexibility

Deployable on cloud, edge devices, or hybrid setups for maximum efficiency.

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8
Explainable AI
Explainable AI

Integration of model explainability tools for transparent and auditable decision-making.

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Our Projects & Case Studies

AI Machine Vision for Robotics

AI Machine Vision for Robotics

AI-Powered Machine Vision for Industrial Robotics with RIOS.ai

Industry
Manufacturing & Industrial Automation
Technology Stack
Python, OpenCV, TensorFlow, Computer Vision, Edge AI, Robotic Systems Integration

Partnered with RIOS.ai to integrate advanced AI-based visual perception into industrial robotics. The solution enabled precise object detection, alignment, and manipulation for intelligent automation across various manufacturing environments.

Automatic Box Counting

Real-Time Box Counting System Using YOLOv5 and Roboflow

Industry
Industrial Automation
Technology Stack
YOLOv5, Roboflow, OpenCV, Python, Real-Time Video Processing, Edge Devices

A real-time computer vision system for warehouses and factories that automatically detects and counts boxes using the YOLOv5 model. The system streamlines operations, improves inventory tracking accuracy, and reduces manual labor through automated object detection and data logging.

Automatic Box Counting
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Industries We Serve with Computer Vision

Our AI agent development services cater to various industries, including

Manufacturing & Industrial QA
Retail & In-Store Analytics
Healthcare & Radiology
Surveillance & Security

Wall of Trust!!!

Our work speaks for itself. Take a look why our clients love team PragetX. They are not just our customers, but they are part of one large extended family.

comma
PragetX has provided expertise and professional project management on high level.Design, Build, Implementation, UAT done as requested.Issue Fixing after UAT was done very fast.The team delivered exceeding quality, on time with perfect communication skills.We are planning further projects with the company.
Michael Kohlert
Michael KohlertMichael Kohlert
Founder & CEO - The Integrated
comma
Highly recommend. I think their strong point is communication. They do follow you in your project and that is priceless. We hired this agency for a redesign of a corporate site in europe. They work on budget and deliver on time. Thanks
Carlos Rosales
Carlos RosalesCarlos Rosales
Co-Founder - Zdc Studio
comma
We came across Pragtex through one of our Devloper first to fix some IOS related Bugs but over a period of time based on our interaction with the team we found them very skilled, proactive, professional, agile, and open to discussing issues to find the right solutions economically.
Neeraj Gala
Neeraj GalaNeeraj Gala
Co-Founder & CEO - UrNest AirBnB of Cloud Kitchen
comma
Team was professional and understood the requirements well. They were responsive and deliver the app as I desired. Surely recommended to you.
Alex Nee
Alex NeeAlex Nee
Founder & CEO - Sun Teame Pte Ltd
comma
Pragetx Softwares has successfully launched the app and made it available for users to download. The team works hard to achieve milestones and promptly addresses any queries, concerns, or requests. Moreover, they're very receptive to feedback, personable, and flexible in making changes.
D. Noel Keshwar
D. Noel KeshwarD. Noel Keshwar
Founder & App Designer, 1Creative.Studio
comma
Pragetx Softwares's output received excellent reviews during the test phase. They conducted online meetings to ensure a smooth project. Their commitment to achieving the best results was impressive.
Archana
ArchanaArchana
Founder, School Owls
comma
Not only did Pragetx Softwares execute their tasks well and on time, but they also provided reliable consulting support and were always available to help. The team exhibited a high level of attention to detail and a genuine dedication to delivering accurate, high-quality work.
Mahdi Heraki
Mahdi HerakiMahdi Heraki
Information Specialist, Dw
comma
Pragetx Softwares helped the client automate their sales process and streamline their team and order management. The team delivered the items on time without compromising the quality. Their attentiveness, value for money, and prompt responsiveness were key elements of their work.
Mohit Nathvani
Mohit NathvaniMohit Nathvani
Director, Purna Paper Products