Computer vision solutions & services

Give meaning to images, digitize documents, analyze video, recognize objects with the highest accuracy.

+16

years of market experience

+40

AI experts on board

+50

AI & CV projects

Since 2007, we deliver AI-driven computer vision solutions to reputable Fortune Global 200 corporations.

Leveraging our years of R&D in the Computer Vision domain we develop advanced image processing and real-time video analysis solutions powered by Machine Learning and Artificial Intelligence.

Abto Software provides ready-to-implement CV solutions that help strategic businesses approach innovation minimizing time and cost, maximizing performance, and driving revenue growth.

We resolve domain-specific challenges from digitizing paper-based processes to automating video surveillance. We have also designed our own CV prototypes: revolutionary technology for accurate body measurement, easily deployable automated checkout for cashierless physical retail, data entry and extraction for processing unstructured documents powered by OCR technology, and more.

Ready to move towards CV adoption? Let’s discuss your idea!

Contact us
cta image2 cta image1

CV solution delivery approach

Business analysis & consulting

We cover requirement review, business consulting, data analysis, software development approach selection, and success criteria determination.

Data preparation & feasibility study

Next step – training, testing, and validation dataset collection, approach adjustment, and further PoC delivery.

Solution development & implementation

We develop the solution by implementing artificial intelligence, deep learning, and advanced image processing, and test the product on real business data to ensure non-disruptive integration.

Continual learning & maintenance

Next stage – full-range maintenance and support, as well as on-request algorithm modification and update.

By implementing computer vision, you enjoy:

Improved quality control
Automation for increased performance
Increased accuracy
Personalized customer experience
Enhanced security
Deeper insights
Improved decision-making
Cost savings by improved efficiency
Competitive advantage

Why adopt computer vision

What is computer vision? Computer vision (CV) is a field of artificial intelligence enabling machines to analyze and interpret visual information to extract meaningful insights from images and videos.

CV-enabled solutions are already sensibly transforming critical operations across different industry verticals. CV-powered software provides benefits to healthcare, retail, banking & finance, manufacturing, and others.

By adopting computer vision, your business might leverage:

  • Image recognition
  • Video processing
  • Metadata extraction
  • Object tracking
  • Facial recognition
  • Vehicle detection
  • Quality control
  • Threat detection

Computer vision market overview

According to different sources, the global computer vision market size was valued:

Improving speed and accuracy, ever-increasing requirement, economic advantage, omnipresent digitization, and the adoption across different industries are the main factors that drive computer vision market growth. Expensive implementation, talent shortage, as well as rising privacy and safety concerns, on the other hand, are the core factors primarily restraining quick growth.

Abto Software’s CV solutions

Advanced image recognition

  • Image enhancement & restoration in super-resolution
  • Image filtering, deconvolution, transformation & alignment
  • Image segmentation & clustering
  • Image labeling & annotation
  • Image analysis & key feature detection
  • Object detection, classification, recognition & counting

To deliver:

  • Visual search, text detection in images and scans
  • Image categorization, content moderation
  • Image annotation tool optimization, and more

Smart video processing

  • Video enhancement & stabilization
  • Foreground detection, background subtraction
  • Pattern and activity recognition
  • Scene understanding, content analysis
  • Structure from motion (SfM)
  • Simultaneous localization & mapping (SLAM)

To deliver:

  • Real-time CCTV footage processing
  • Post-factum video archive processing
  • Near-real-time live stream processing, and more

Abto Software’s CV services

01

Intelligent video analysis

Abto Software enhances your camera and monitoring systems with AI-powered video analytics. Get real-time alerts for early threat detection, object/people recognition, behavior tracking, and structured data analysis without costly equipment or manual monitoring.

02

Optical character recognition

We apply advanced image processing and custom OCR algorithms to digitize handwritten & printed text, automate data entry, and perform robotic process automation. We employ intelligent document recognition technologies and value verification techniques to build custom Data Extraction algorithms that transform unstructured documents into machine-readable data.

03

Advanced driver assistance systems (ADAS)

We develop CV solutions that enhance safety features and provide greater comfort for drivers and passengers. Our suite of custom ADAS products include driver monitoring systems for driver fatigue recognition and driver attention analysis.

04

Intelligent transportation systems (ITS)

Our suite of solutions for ITS include algorithms for vehicle detection & counting, license plate recognition (LPR), traffic flow measurement, bicycle helmets detection. We empower Smart Cities to implement efficient urban planning and ensure public safety.

05

Visitor analytics, people counting

Abto Software delivers smart visitor analytics that enable physical stores to collect and analyze in-store traffic. By implementing computer vision, we help retailer businesses effectively manage store space and capitalize customer insights from camera-based people counting.

06

3D environment reconstruction

We build complex photogrammetry algorithms to enable environment reconstruction from photos. By implementing computer vision, in particular visual SLAM (Simultaneous Localization and Mapping), we built an application for accurate 3D reconstruction and a 3D object capturing module to enable body scanning.

Built a CV solution in four simple steps

1
Contact us and share your vision on the future solution
2
Get a free estimation based on the details you provide
3
Discuss the core requirements with the project management
4
Let the hired team take over the complex, technical part

Abto Software’s CV portfolio

Explore Abto’s CV portfolio
Why us

Why us

Proven competency

Abto Software is a Microsoft Gold Certified Partner with passion for modern computer science and innovation.

Our company has been repeatedly nominated and awarded by trusted review platforms, including Clutch, Techreviewer, TopDevelopers, Selected Firms, Design Rush, and Deep Knowledge Analytics.

Expert knowledge

Our teams can bring even more business benefit by implementing computational technology.

Our areas of expertise:

  • Computer vision
  • Predictive analytics
  • Machine learning
  • Deep learning
  • Natural language processing
  • Artificial neural networks
  • Data science
  • Data capture

Our knowledge has been repeatedly proven and is continuously expanding.

Wide-ranging services

We service young startups, mature enterprises, and authorities, so they can focus on their business priorities. By involving well-coordinated teams, we cover every stage from consulting to deployment, product support, and maintenance.

We provide:

Market experience

In the IT industry since 2007, our teams successfully delivered over 50 enterprise-level solutions.

The sectors we service:

Our experience also includes robust solutions for governmentinternetconstructionenergy & utilities.

Computer vision implementation domains

Active interaction between academic research and real-world industries enables Computer Vision to interpret the environment for the benefit of humanity. Abto Software solves challenging problems in image and video processing to transform a wide variety of industries.

 

Healthcare

By utilizing domain experience in ophthalmology, cellular microscopy, and sensory substitution technologies, we develop complex computer vision algorithms to facilitate medical imaging and enable accurate diagnosis, enabling clinicians to prioritize patient care.

Our solutions:

  • Fundus image enhancement and image registration (stitching) for retinal imaging
  • Pupil & eyelid tracking for eye-surgery assistance
  • Target/non-target cell classification by extracting morphology, texture, and channel intensity features from cell images
  • Microscopy images preprocessing and enhancement
  • Assistive wearable technology for visually impaired

Retail

We augment brick-and-mortar stores to provide the customer with frictionless shopping experience and drive greater revenue.

Our solutions:

  • Automated checkout for cashierless retail
  • Product recognition for vending machines and smart fridges
  • Body measurement for clothing size recommendations & virtual fitting rooms
  • Photo-based garment measurement for apparel size planning and design
  • Counterfeit product detection & brand verification.

Banking & insurance

Abto delivers AI-powered computer vision solutions for the banking and insurance segment to automate document management, claim processing, and settlement.

Our solutions:

  • Data extraction application for financial document processing
  • Document template recognition for financial form processing
  • OCR solution for handwritten financial documents
  • OCR supplier information search for e-procurement and e-sourcing
  • Data extraction and text recognition technology for insurance claim processing

Manufacturing

Abto develops custom computer vision solutions for the manufacturing segment to power digital factories, production lines, shipping labeling, intelligent machines, and smart supply chain.

Our solutions:

  • Object counting for production line automation
  • Mobile scanning for shipping label recognition
  • Slip, trip, and fall detection system
  • Automated optical inspection (AOI) for printed circuit boards (PCB)
  • Personal protective equipment (PPE) for safety compliance inspection

Abto’s CV expertise

Models & approaches

  • Machine and deep learning
  • Neural networks
  • Inception v1-v4, Inception ResNet
  • LSTM, GRU
  • Detectron
  • Darknet
  • YOLO v1-v4, Tiny YOLO
  • DensePose, OpenPose
  • GAN
  • Synthetic data generation
  • Genetic algorithms
  • SVM, Bag of Words, K-means, ORB, SIFT, Haar cascades

Frameworks & libraries

  • OpenCV
  • TensorFlow, PyTorch, Keras
  • NumPy, Scikit-learn, Pandas
  • Dlib, BoofCV
  • Azure Cognitive Services
  • Amazon Web Services
  • Tesseract
  • Google ML
  • Core ML
  • Apple Vision

Machine learning concepts

  • Supervised learning
  • Unsupervised learning
  • Reinforcement learning
  • Transfer learning
  • Continual learning
  • Few-shot learning

Comparing common cooperation models

Let’s say you decided to go remote and transfer software development or management to an external team. What are your options?

Extended team (staff augmentation)

You scale your current in-house team by involving external specialists

You define

  • Required specialists
  • Required skillset
  • Project scope
  • Project timeline

You communicate with the contracted staff on a daily basis

Key benefits:

  • Additional capacity, field knowledge and experience
  • Flexible scaling

Managed team (dedicated team)

You integrate a well-coordinated, remote team that covers the complex technical parts of the software development

You define

  • Product roadmap
  • Product requirements

You communicate with the project manager who executes day-to-day guidance.

Key benefits:

  • Additional capacity, field knowledge and experience
  • Flexible scaling

Full-cycle custom software development (project-based team)

You approach a trustworthy outsourcing software development company to design an end-to-end, custom solution

Your define your vision, core functionality, and the acceptance criteria, and the enterprise software development company then covers the rest. You regularly catch up with the project manager to discuss the budget, milestones, releases, and progress.

Key benefits:

  • Reduced costs
  • Shorter time-to-market
  • End-to-end delivery
  • Technical support

Tech stack

Frontend

Frontend

Mobile

Mobile

Infrastructure

Infrastructure

Database

Database

Blockchain

Blockchain

  • Cardano
  • Hyperledger
  • IOTA
  • EOS
  • Waves
  • Ethereum

Clients’ reviews

Tony Clarey
Tony Clarey
Founder of an IT Consulting Company, USA

ABTO’s flexibility helps deal with unexpected situations, which often occur in business. Stakeholders chenge their minds, or suffer unexpected business shocks.

Philip Nussbaumer
Philip Nussbaumer
Head of Products at Up-Great AG, Switzerland

Abto Software specialists developed a huge and extremely flexible SharePoint Client App for a Swiss customer providing various IT services, including the development of software based on SharePoint and its extensions.

Andreas Meier
Andreas Meier
Head of Product Development at Skybow, Switzerland

We started to build a dedicated team in Lviv together with Abto Software 3 years ago. As a product vendor, we rely on resources that can build up knowledge about our products long-term. Abto was able to provide us with these services.

Contact us

Tell your idea, request a quote or ask us a question