Computer vision software solutions & services
Give meaning to images, digitize documents, analyze videos, recognize objects, and more with custom computer vision software development.
+19
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.
Computer vision market overview
According to different sources, the global computer vision market size was valued:
- At almost $10 billion in 2020, and is being projected to reach $41 billion by 2030, registering an impressing CAGR of 16% in that time period
- At over $11 billion in 2021, and is being expected to expand at a compound annual growth rate of 7% from 2022 to 2030
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 computer vision software development.
Why adopt computer vision solutions today
Computer vision is already sensibly transforming business-critical operations across different industry verticals. Computer vision software development can benefit a company regardless of the domain – healthcare, retail, banking & finance, manufacturing, and others.
By adopting computer vision, your business might leverage:
- AI image recognition
- AI video processing
- Metadata extraction
- Object tracking
- Facial recognition
- Vehicle detection
- Quality control
- Threat detection
Сomputer vision 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
Сomputer vision services
Intelligent video analysis
We enhance 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.
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.
Advanced driver assistance systems (ADAS)
We develop advanced solutions that can sensibly improve both comfort and safety for drivers and passengers. Our suite of custom ADAS products include driver monitoring systems for driver fatigue recognition and driver attention analysis.
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.
Visitor analytics, people counting
We deliver smart analytics about visitors 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.
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.
Build a computer vision software solution
Computer vision software portfolio
Computer vision software delivery: our 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 AI powered computer vision, you enjoy:
Why us
Proven competency
Our company is a Microsoft Solutions Partner with passion for modern computer science and innovation, meticulously providing computer vision development services since 2007.
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 providing computer vision development services.
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:
- .NET software development
- ASP.NET software development
- Web development
- Mobile development (iOS, Android)
- Cloud services
Work with a trusted computer vision software development company today!
Market experience
In the IT industry since 2007, our teams successfully delivered over 50 enterprise-level solutions.
The sectors we service:
- Healthcare software development
- Retail & eCommerce software development
- FinTech software development
- EdTech solution development
Our experience also includes robust solutions for government, internet, construction, energy & utilities.
Partner with a reliable computer vision software development company now and unlock new opportunities!
Computer vision implementation domains
We solve challenging problems in both image and video processing to transform a variety of industries.
Healthcare
By utilizing domain experience in ophthalmology, cellular microscopy, and sensory substitution technologies, we provide computer vision development services to facilitate medical imaging and enable accurate diagnosis, enabling clinicians to prioritize patient care.
AI computer vision solutions we delivered:
- 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 by providing computer vision development services, so that the customer can experience frictionless shopping.
AI computer vision solutions we delivered:
- 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
We deliver AI-powered computer vision solutions for the banking and insurance segment to automate document management, claim processing, and settlement.
AI computer vision solutions we delivered:
- 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
We develop custom computer vision solutions for the manufacturing segment to power digital factories, production lines, shipping labeling, intelligent machines, and smart supply chain.
AI computer vision solutions we delivered:
- 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
Extended team (staff augmentation)
Managed team (dedicated team)
Full-cycle custom software development (project-based team)
Tech stack
Backend
Frontend
Mobile
Infrastructure
Database
Blockchain
Clients’ reviews
Tony Clarey
ABTO’s flexibility helps deal with unexpected situations, which often occur in business. Stakeholders chenge their minds, or suffer unexpected business shocks.
Philip Nussbaumer
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
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.
FAQ
What is computer vision?
Computer vision is a scientific discipline that enables machine interpretation and analysis of images and videos. Computer vision can detect various objects, track movement and behavior, and extract meaningful insights from raw visual input.
What is computer vision used for?
In the modern realm, it is used anywhere visual data needs interpretation and analysis, in particular at scale. Medical imaging, surveillance and threat detection, quality inspection, defect detection, and other use cases across industries.
Is computer vision AI or ML?
Let’s dive into that: computer vision is an AI subfield and largely ML powered:
- Artificial intelligence is the broader concept of machines that perform complex tasks
- Machine learning is a smaller subset that allows those machines to learn and evolve
Is computer vision a dying field?
It’s evolving and expanding.
GPU acceleration, ML and DL algorithms, and other modern-day advancements are pushing the evolution. Mature companies across industries are turning their investment towards automation, smart infrastructure, and other use cases that need CV systems.
What technologies power computer vision systems?
Computer vision will combine several technologies:
- Deep learning (TensorFlow, PyTorch)
- Neural networks (CNNs, transformers)
- GPU and hardware acceleration (for example, NVIDIA platforms)
- Open-source libraries (for example, the widely-used OpenCV library)
- Cloud services (AWS, Azure)
- Edge devices
Production systems also comprise data pipelines, annotation tools, model training, monitoring mechanisms, and some other elements.
What is edge AI in computer vision systems?
It refers to running AI models on a local device, for example.
- Industrial cameras
- Embedded systems
- IoT devices
- Smart sensors, and similar
It’s used to lower bandwidth costs, increase privacy, reduce latency, and support real-time decisions.