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Computer Vision Development

Custom detection, segmentation, tracking and edge deployments — from dataset pipelines to production inference.

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Computer Vision Development

Technopedia builds end-to-end computer vision systems: data pipelines, robust models, optimized inference and production-grade monitoring.

  • Image & video data pipelines and annotation
  • Model optimization for cloud and edge
  • Production serving, monitoring and drift detection
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Computer Vision Solutions

At Technopedia we design CV systems that are accurate, robust and production-ready — from data capture to live monitoring and continuous improvement.

  • Camera & sensor integration, video ingestion
  • Annotation platforms and quality control
  • Detection, segmentation, pose estimation & tracking
  • Edge deployment and model acceleration
  • Monitoring, visualizations and model governance
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Why Choose Our CV Team

Our engineers combine domain expertise in vision algorithms with production experience (streaming, inference acceleration and observability) so solutions remain reliable at scale.

Our Computer Vision Services

Custom Vision Models

Object detection, instance & semantic segmentation, image classification and keypoint estimation tuned for your domain.

Data Collection & Annotation

Collecting image/video, bounding boxes, segmentation masks and annotation tooling with QA & consensus workflows.

Model Optimization & Edge

Quantization, pruning, ONNX/TensorRT exports and optimizing pipelines for GPU, CPU and edge devices.

Video Analytics & Tracking

Multi-object tracking, activity recognition and temporal models for real-time video insights.

Inference & Production Serving

Scalable inference stacks, batching, autoscaling and serverless GPU deployments for cost-efficient serving.

MLOps & Monitoring

Model CI/CD, dataset/version tracking, drift detection and visual performance monitoring for vision models.

Technologies & Tooling

Detectron2
MMDetect
OpenVINO
TensorRT
ONNX
Kinesis/RTMP

Our Development Process

1

Discovery & Camera Integration

Assess sensors, capture constraints and metrics.

2

Data Collection & Annotation

Capture images/video and label with QA.

3

Preprocessing & Augmentation

Frame sampling, augmentations and prep.

4

Training & Validation

Train detectors/segmenters and validate.

5

Optimization & Edge Packaging

Quantize, prune and export for inference.

6

Deployment & Serving

Stream, batch and serve models in production.

7

Monitoring & Iteration

Dashboards, drift detection and retraining.

About Us

At Technopedia, we transform ideas into powerful digital solutions. Our passion for innovation drives us to create cutting-edge applications that define the future of technology.

Years of Innovation
Projects Completed
Active Clients
Team Advisors

Our Journey of Excellence

Technopedia team working since long in Information Technology. We have more than 500 satisfied clients. For the past years we, along with our team have made a strong ground in the IT industry. The Websites , Web and Mobile Applications that we've developed over the years has left many satisfied customers around the world. We are continuously working on acquiring new skills and mastering the present ones.

Technopedia aims in innovating a digital future by developing technology for the web and mobile platforms. From our beginning as a technology development company, we've tried to stay true to our core beliefs and to deliver exceptional services to our clients.

Mobile AppsWeb DevelopmentCloud SolutionsUI/UX DesignDevOps
Team Collaboration

Our Technology Stack

React
React
Angular
Angular
Vue.js
Vue.js
Node.js
Node.js
Flutter
Flutter
Javascript
Javascript
Typescript
Typescript
HTML
HTML
CSS
CSS
Sass
Sass
Figma
Figma
Bootstrap
Bootstrap
Express.js
Express.js
MongoDB
MongoDB
MySQL
MySQL
Firebase
Firebase
wordpress
wordpress
Next.js
Next.js
PHP
PHP
Git
Git
GitHub
GitHub
GitLab
GitLab
Jest
Jest
Jenkins
Jenkins
Docker
Docker
Kubernetes
Kubernetes

What Our Clients Say

Our Work, Their Words on Upwork

Our Premium Clients

Microsoft
FedEx
Cougar
BEF
Airbnb
Google
Shri
Google
Google
we did it
iwebroute
Saap
dimond
ssw
kenstar
hayundai

Frequently Asked Questions

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Work with our vision engineers to prototype, validate and deploy image & video systems with observability and cost controls.

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