What is computer vision?

Computer vision is an innovative AI technology that trains computers to interpret and process visual data from the real world. Computer vision allows machines to recognize objects, track movements, and understand environments similarly to human vision.

What is computer vision software development?

Computer vision software development is the process of developing a software that enables machines to analyze and interpret visual data. It involves using algorithms and AI to perform tasks like object recognition, facial recognition, image classification, and more.

What computer vision software development services do we offer?

As a computer vision software development company, we offer a range of services including: - Image classification - Object detection and tracking - Facial recognition and OCR - Live video analysis - Data collection and labeling - Movement and gesture recognition - Custom computer vision systems development

What are the benefits of applying computer vision solutions?

Computer vision boosts operational efficiency by automating quality control in manufacturing, enhancing customer experiences through personalized retail analytics, and improving security with real-time surveillance and anomaly detection. It reduces human error, accelerates data processing, and provides critical insights, driving substantial ROI and business growth.

How much does it cost to develop a computer vision solution?

The cost of computer vision solution varies. Depending on the project's complexity, data requirements, and custom features, the price typically ranges from $10,000 to over $100,000. Detailed project scoping ensures an accurate estimate. [Tell us about your project](https://www.uptech.team/contact) and get a free estimate.

How much data do I need for a computer vision project?

The amount of data needed depends on the project scope. In general, thousands to millions of labeled images or videos are required to train effective computer vision models, ensuring accuracy and reliability.

How do we address privacy and security concerns in computer vision solutions?

At Uptech, we prioritize data privacy and security by implementing robust encryption, access controls, and compliance with GDPR, HIPAA, AI Act, and other regulations, ensuring user data is protected and used responsibly.

Why choose Uptech as a computer vision company?

As a top computer vision software development company, we ensure that clients can trust us the development of scalable and innovative apps. We promise our clients the following results: - Faster time-to-market. We deliver the first version of your product in 3 months. - Increased user satisfaction. We make your product meet users’ needs and provide an outstanding user experience. - Aligned business needs. We don’t write code blithely, we build your product with the business needs in mind. - Privacy and security. We sign NDA, follow security regulations, and implement robust encryption. We bring top-quality AI development services that cater to our client's comprehensive business needs.

How long were we in the market?

In 2016 we started as a small mobile app development team that builds apps for Android. Now, we have grown into a software design & development company with highly professional Designers, Product Managers, Back-end & Front-end engineers, and QAs.

What is our team size?

We have 90+ experienced specialists in the following fields: Design, Discovery, Product Development, Back-end & Front-end Development, iOS, Android, and QA.

Yes, we sign NDA before providing product development services with all clients. We also follow [OWASP](https://owasp.org/www-project-secure-coding-practices-quick-reference-guide/) Secure Coding Practices and GDPR. We treat data security very seriously, and we're committed to helping you comply with stringent regulations. If you have any questions regarding our services or looking for something else, please feel free to [contact us](https://www.uptech.team/contact).

Custom Computer Vision Software Development

Why Uptech?

25+

AI Solutions delivered

5

In-House AI products

3+years of expertise

working with GenAI models and LLMs

POCin2 months

Feasibility assessment and AI strategy included

GDPR, HIPAA, AI ACT

Best data security regulations applied

Our Computer Vision Solutions

Image Classification & Segmentation

We categorize images into predefined classes with advanced Deep Learning techniques, making your data smarter and retrieval faster. Our image segmentation services divide an image into segments to identify different objects, enhancing accuracy.

Object Detection and Tracking

Now you can detect and track objects within images and videos in real time. We build systems that not only identify objects but also follow their movements, providing insights for better security, automation, and analytics, all while making your workflow more efficient.

Facial Recognition

We use precise algorithms to ensure the high accuracy and reliability of face recognition solutions. It lets us make user verification seamless, more secure, and user-friendly.

Optical Character Recognition (OCR)

Transform documents from various formats, such as scanned files or images, into editable and searchable text. Our OCR solutions streamline document management, reduce manual input, and enhance the accessibility and usability of your data.

Live Video Analysis

We use advanced Computer Vision to analyze live video feeds and respond instantly to events. We perform Video Error Level Analysis, Tamper Detection, Dynamic Masking, Motion Detection, and Shape Recognition to enhance your security.

Data Collection and Labeling

Build robust datasets with our comprehensive data collection and labeling services. We label data and train superior Machine Learning models during Computer Vision development. Our meticulous approach ensures high accuracy and security.

Movement and Gesture Recognition

Empower your software with Computer Vision capabilities to interpret and understand human movements and gestures. Our technology allows computers to identify, track, and interpret these actions in real time, and then respond to users’ actions intuitively.

Custom Vision Systems Development

We design and develop custom Computer Vision systems tailored to your unique business needs. With our extensive expertise, we build solutions that integrate seamlessly with your existing infrastructure.

Andrii Bas

Generative AI Expert at Uptech

Get a free consultation from our expert to enhance your product with GenAI.

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From Concept to Intelligent Solution with Uptech

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Indy Sheorey CO-FOUNDER & CTO, ANGLER AI

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Computer Vision Development Services We Provide

Business Analysis and CV Implementation Strategy

Alignment of Computer Vision capabilities with your business goals
Identification of the right requirements, datasets, and models
Development of a CV implementation strategy to effectively drive your business forward

Data Preparation

Provision of extensive datasets of images for Computer Vision training
Ensuring accurate data annotation and verification
Facilitation of algorithm iteration to enhance data quality

CV System Proof-of-Concept

Development of a Computer Vision system PoC, deliverable within 3 to 8 weeks
Training of a Computer Vision model
Conducting thorough testing and performance evaluation
Documentation and analysis of PoC results

CV Model Design and Optimization

Selection of Deep Learning and Computer Vision frameworks (e.g., TensorFlow, PyTorch, OpenCV)
Designing Neural Network architecture tailored to specific tasks, such as CNNs for image recognition
Hyperparameter tuning to optimize model performance
Utilization of GPU acceleration to enhance model training and inference speed

CV System Development

Design and development of customized Computer Vision systems
Integration of Computer Vision solutions into existing products
Implementation of real-time image and video analysis capabilities
Continuous testing and optimization for enhanced performance and accuracy

Deployment and Maintenance

Deployment of CV models and systems into production environments
Integration of MLOps protocols for streamlined operations
Application of AutoML strategies for automated model updates
Ongoing monitoring and maintenance to ensure optimal performance and reliability

Computer Vision Development Services and Solutions for Your Industry

Discover the transformative potential of Computer Vision across diverse industries. From fintech to real estate, social media to logistics, we provide customized Computer Vision solutions tailored to your specific needs.

Fintech

Customer identity verification

Computer vision technology is used to authenticate documents such as IDs, passports, etc.

Document digitization

CV can scans and extract information from financial documents and convert them into digital formats.

Real Estate

Property valuation

Computer vision tech assesses property conditions and value through aerial and ground imagery, providing accurate appraisals.

Virtual Tours

Computer vision creates immersive 3D tours of properties, allowing potential buyers to explore homes remotely.

Healthcare

Automated medical imaging

Computer vision helps analyze medical images such as X-rays, MRIs, and CT scans.
‍

Telemedicine

Computer vision technology enables doctors to analyze patient conditions through high-quality images and videos.

Retail & eCommerce

Automated inventory management

Computer vision tracks stock levels and manages inventory in real time, reducing manual checks and errors.

Customer behavior analysis

CV can analyze in-store customer movements and interactions to optimize store layout and improve sales strategies.

Logistics

Automated Sorting

Computer vision identifies and sorts packages quickly and accurately in distribution centers.

Route Optimization

Computer vision analyzes visual data to identify the best delivery routes, reducing travel time and fuel consumption.

Our Computer Vision Software Development Process

01

Initial Consultation and Requirement Analysis

At the outset, we collaborate closely with clients to understand their business needs and challenges. We assemble a team of AI&ML, engineering, and product experts to dive deep into industry specifics and existing data. At the end of this stage, you get clear project objectives set up and the Uptech team assembled for your project.

02

Data Collection and Annotation

We carefully collect and organize datasets from sources like databases, sensors, and manual entries. Then, we label the data using advanced tools to ensure our Computer Vision models are trained effectively. Quality data is the foundation for successful Computer Vision development.

03

CV Model Development and Training

Our data scientists and engineers use algorithms and frameworks to design and develop strong Computer Vision models. We choose the right architecture, adjust settings, and create custom solutions to meet your project's needs. Then, we train these models with annotated datasets, optimizing them through training, validation, and fine-tuning.

04

Model Evaluation

Uptech team evaluates Computer Vision models to ensure they are accurate, reliable, and perform well. We use various metrics like precision, recall, F1-score, Intersection over Union (IoU), and confusion matrices to measure their effectiveness. We also test the models in real-world scenarios to make sure they are robust and dependable.

05

CV Model Deployment and Integration

Once the model meets the desired performance criteria, we integrate it into the client’s existing systems and deploy it for use. We set up the infrastructure, optimize the model for production environments, and ensure seamless integration with other components. We also provide training and documentation to the client's team for smooth operation.

06

Maintenance and Support

Last but not least, we offer continuous maintenance and support to ensure the model remains effective and efficient. This involves monitoring the model's performance, updating it with new data, and making necessary adjustments to adapt to changing requirements. Our team remains available to address any issues and provide enhancements as needed.

Tools We Use as a Computer Vision Software Development Company

As a Computer Vision development company, Uptech uses all modern tools and frameworks to develop apps with enhanced AI functionality and better user experience.

OpenCV

Uptech leverages OpenCV for developing advanced Computer Vision applications. This library enables efficient image and video processing, empowering projects from object detection to real-time video analysis.

PyTorch

At Uptech, we utilize PyTorch to build and train Deep Learning models. Its dynamic computation graph and intuitive interface accelerate our development of AI solutions, from Natural Language Processing to Image Recognition.

TensorFlow

Uptech employs TensorFlow to create scalable AI applications. This robust framework supports everything from Neural Network training to deployment, enhancing our capabilities in Machine Learning and Deep Learning projects.

NVIDIA CUDA

We use NVIDIA CUDA to harness the power of parallel computing. This technology accelerates our AI and Deep Learning applications, ensuring high performance and efficiency in data-intensive tasks.

Scikit-Image

For advanced image processing tasks, we leverage Scikit-Image library. It provides a range of algorithms for segmentation, feature extraction, and more, enhancing our Computer Vision projects.

Albumentations

Uptech uses Albumentations to augment image data for Deep Learning. With Albumentations library we ensure our models are robust and generalizable, and they perform various Computer Vision tasks with no issues.

Supervisely

At Uptech, we employ Supervisely to manage and annotate large datasets. It helps us streamline the workflow for Computer Vision projects, enhance data quality and accelerate model development.

CVAT

Uptech utilizes CVAT for efficient video and image annotation. This tool optimizes our labeling process, ensuring high-quality data preparation for training and validating our Computer Vision models.

YOLO

Uptech uses YOLO for real-time object detection. YOLO is a great model for fast and accurate identification of objects in images and videos, making it ideal for applications requiring quick response times.

Detectron2

Uptech leverages Detectron2 for state-of-the-art object detection and segmentation. This modular framework enables us to build precise and robust AI solutions for various Computer Vision tasks.

Choose Your Engagement Model

Dedicated Development Team

Hire a fully managed squad of Computer Vision engineers and DL specialists who work exclusively on your product. Ideal for long-term initiatives that demand focused expertise and continuous iteration.

Pricing Model

Time & Material (T&M) with an optional monthly retainer for predictable budgeting and steady resource allocation.

Request a team

Team
Extension

Plug seasoned Computer Vision professionals into your existing team whenever extra hands or niche know-how are needed. Perfect for short-term spikes in workload or specialized tasks.

Pricing Model

Flexible hourly rate based on the required skill set and engagement length.

Request a team

Project-based
Model

Hand off the entire scope to our Computer Vision experts—from discovery to deployment. Best suited for projects with clear requirements and firm deadlines.

Pricing Model

ixed price for well-defined scopes, or T&M when the scope is likely to evolve.

Request a team