Computer vision services and solutions
Why Itransition
5+ years of experience in delivering computer vision solutions
25+ years in IT consulting and software development
Long-standing partnerships with Microsoft and AWS
An extensive portfolio of successful AI-related projects
Strict compliance with HIPAA, GDPR, and other standards and regulations
Awards and recognitions from Deloitte, Gartner, Forrester, and Clutch
Computer vision solutions we deliver
Itransition’s team of developers can build tailored computer vision applications to help your business perform a wide range of tasks across multiple corporate functions.
Image segmentation
We develop image segmentation and object detection software to partition visual content into multiple segments and highlight interesting objects via bounding boxes, polylines, or key point annotations, making pictures and videos easier to analyze.
Examples of tasks:
- CT scan segmentation
- Product detection in shoppable videos
- Vehicle and crowd counting
Face recognition
Itransition’s team delivers facial recognition systems designed to identify human faces in digital content and match them with specific persons based on their biometric features for tracking, ID authentication, security, and other purposes.
Examples of tasks:
- Access control to restricted areas
- Face detection for social media tagging
- Identity validation for safer purchases
Image classification
Our experts create computer vision-based tools that rely on pattern recognition to identify and label objects in an image or video, recognize the subject portrayed, and categorize the content into an organized knowledge base.
Examples of tasks:
- Online content moderation
- In-app photo organization
- Search engines
Optical character recognition
Our computer vision engineers provide organizations with OCR software to convert images of typed or handwritten text into a machine-readable format to foster digitization at the workplace and speed up a broad range of clerical tasks.
Examples of tasks:
- Financial data entry
- Package label tracking
- Patient record processing
Image and video analytics
We build computer vision solutions enhanced with analytics capabilities and deep level of context understanding to interpret and derive meaningful insights from visual content in real time, enabling companies to quickly react to incoming data.
Examples of tasks:
- Sentiment analysis (facial)
- Medical image analysis
- Manufacturing anomaly detection
Have a computer vision project in mind?
Client spotlight
+8%
visitor-to-buyer conversion
Fashion retail BI platform
Itransition’s team equipped an ecommerce-oriented BI solution for customer behavior analysis with computer vision-based capabilities. The platform detects key attributes in product images, searches for similar items, and customizes user experience with tailored recommendations.
2.5x
higher productivity
Shoppable video platform
Itransition revamped an ecommerce platform with ML-powered CV features that can spot merchandise in online videos, highlight them with image overlays, and enable users to reach the related product pages via embedded links, creating an interactive and non-intrusive shopping experience.
98%
detection accuracy
Aquatic environment analysis system PoC
Our experts created the PoC of a CNN-powered computer vision solution that processes images acquired through a camera in real time and accurately detects and classifies various types of plankton, helping scientists identify dependencies in the ocean ecosystem.
+8%
visitor-to-buyer conversion
Fashion retail BI platform
Itransition’s team equipped an ecommerce-oriented BI solution for customer behavior analysis with computer vision-based capabilities. The platform detects key attributes in product images, searches for similar items, and customizes user experience with tailored recommendations.
2.5x
higher productivity
Shoppable video platform
Itransition revamped an ecommerce platform with ML-powered CV features that can spot merchandise in online videos, highlight them with image overlays, and enable users to reach the related product pages via embedded links, creating an interactive and non-intrusive shopping experience.
98%
detection accuracy
Aquatic environment analysis system PoC
Our experts created the PoC of a CNN-powered computer vision solution that processes images acquired through a camera in real time and accurately detects and classifies various types of plankton, helping scientists identify dependencies in the ocean ecosystem.
+8%
visitor-to-buyer conversion
Fashion retail BI platform
Itransition’s team equipped an ecommerce-oriented BI solution for customer behavior analysis with computer vision-based capabilities. The platform detects key attributes in product images, searches for similar items, and customizes user experience with tailored recommendations.
2.5x
higher productivity
Shoppable video platform
Itransition revamped an ecommerce platform with ML-powered CV features that can spot merchandise in online videos, highlight them with image overlays, and enable users to reach the related product pages via embedded links, creating an interactive and non-intrusive shopping experience.
98%
detection accuracy
Aquatic environment analysis system PoC
Our experts created the PoC of a CNN-powered computer vision solution that processes images acquired through a camera in real time and accurately detects and classifies various types of plankton, helping scientists identify dependencies in the ocean ecosystem.
Computer vision use cases across industries
Itransition’s team delivers industry-specific computer vision solutions that effectively address the management and operational challenges of your business scenario.
- Augment industrial robots with visual perception to automate assembly tasks and speed up production
- Detect manufacturing defects via anomaly detection to ensure better product quality
- Identify anomalous industrial asset operations via infrared thermography to enable predictive maintenance and minimize machine downtime
- Monitor employees' conditions and workplaces to detect the signs of fatigue or environmental risks
Our computer vision services
Itransition provides a comprehensive range of consulting and development services to build a computer vision solution tailored to your need, streamline its adoption across your organization, and help you overcome the most common implementation challenges.
Consulting
- CV use case identification
- Development process planning
- MVP conceptualization
- Data mapping and quality audit
- Project budgeting and ROI analysis
- Risk management strategy definition
- Existing solution assessment
- Software architecture design
- Ongoing user training and support
- Project setup advisory
- Tech stack selection
Computer vision delivery pipeline
The scope of Itransition's service offering encompasses steps required to conceptualize, build, implement, and fine-tune a computer vision solution matching your corporate goals and requirements.
1
Business analysis
We start by identifying your corporate needs and evaluating your current tech ecosystem. Then, we help you decide whether to opt for computer vision or more conventional technologies in specific use cases. We also define the solution’s functional and non-functional requirements and set up a roadmap detailing the project's scope, objectives, deliverables, and timeframes.
2
Initial data analysis
We carry out an exploratory analysis to map available image data sources and evaluate their quality and reliability. These can include corporate data assets complemented with public databases and other external sources.
3
Product design
We select a suitable tech stack and prepare a specification detailing the CV solution’s architecture, modules and features, interface wireframes, and integrations with other software and data collection devices, such as IoT sensors or cameras. We can also deliver a proof of concept to ensure the project’s feasibility and financial viability while highlighting potential adoption challenges.
4
Building the CV solution
We perform all necessary data pre-processing tasks, including data cleansing, annotation and transformation. Then, we define the solution’s evaluation criteria and rely on various machine learning algorithms (including deep learning) to train one or more models with cleaned data sets, making sure to achieve the desired output.
5
Model integration and deployment
We embed the trained model into the software architecture to fuel its computer vision-based features with the model’s output. Then, we set up all necessary API- or ESB-based integrations and finally deploy the solution in the target environment, be it on-premise or cloud-based.
6
Support
We offer user training and support, maintenance, and regular updates. Our team can also release additional features and, with the customer’s approval, fine-tune the CV model with new training data to adjust its output and improve accuracy.
Computer vision tools and technologies
Itransition’s team can apply an extensive range of programming languages, libraries, frameworks, and AI algorithms, along with third-party tools and cloud-based services, to build a suitable tech stack for your computer vision project.
Languages
- Python
- R
- Objective-C
- C++
- Java/Kotlin
The benefits of computer vision solutions
The implementation of computer vision technology can benefit your business in terms of operational efficiency, decision-making, product and service quality, safety, and customer satisfaction.
Greater productivity
Combined with robotics and other automation technologies, computer vision systems can speed up manufacturing cycles and clerical processes and foster superior labor productivity.
Wider data pool
Along with other AI branches like natural language processing, computer vision enables analysts to harvest data from a wide range of sources, such as medical imaging and satellite imagery.
Enhanced decision-making
CV solutions’ ability to identify relevant features, patterns, and anomalies facilitates the interpretation of trends and scenarios for a more data-driven approach to decision-making.
Cost optimization
CV-based automation systems can help enterprises optimize their resources and operating costs by replacing or assisting their staff in performing a variety of time-consuming tasks and routines.
Improved product quality
Deployed across the assembly line, computer vision systems can fuel anomaly detection software with visual data to spot any defects, ensuring compliance with product quality standards.
Better customer experience
Organizations across industries can leverage CV to power a wide range of customer-centric services, such as shoppable videos and biometric authentication.
Risk mitigation
From ADAS and predictive maintenance to security cameras, CV can be implemented in several solutions to keep your staff, customers, and assets safe while minimizing business risks.
