Computer Vision Services & Solutions

Computer Vision Services & Solutions

Respond to complex challenges with tech precision

PixelPlex assists large corporations and established SMEs in resolving niche-specific issues around data-intensive ecosystems by providing custom computer vision solutions.

Invest in business productivity with computer vision

As industries move towards more autonomous systems, computer vision services are becoming essential.

At PixelPlex, we’re focused on making computer vision work for you. We design and train computer vision models that handle both everyday and complex challenges, so you can harness their precision and see real benefits for your business.

The chart of the global computer vision solutions market value projection

$25.8B -> $46.96B

Global computer vision solutions market value projection from 2024 to 2030.

Statista

$386 billion

The market for enterprise computer vision software, hardware, and services by 2031.

Accenture

Our computer vision services

Alongside computer vision development services, we provide comprehensive R&D, advisory, integration, and tech support. However complex your challenge is, we'll build the right algorithm to interpret large-scale imaging and video content for streamlined educated decision-making.

The object detection solution analyzing a set of pictures

Accelerate workflows taking excessive computing capacities by finding and locating assets of any complexity. Benefit from reliable instance counting, visual control, anomaly detection, facial recognition, and more.

Automate in-app image organization to easily search and moderate content in your visual databases. We build apps that help label assets, enhance training data control, and power your systems with rich data sets.

Augment human inspection jobs with models that review streaming content and storages housing millions of images and videos. Represent and post-process features, colors, objects, motions, and events within seconds.

Enable self-executed object and feature tracking and reconciliation by understanding the digital imaging context. We’ll apply advanced modeling to facilitate identifying a wealth of location-specific details and similarities.

Effortlessly track moving objects on the go. We deliver robust modules for human-computer interaction, imaging and video connectivity, editing, compression, and augmentation, as well as traffic and security monitoring.

Biometric authorization solution scanning a human face

Improve performance and decision-making within complex scenes while optimizing computational resources. We integrate 3D models that unearth contextual relationships, help train on partially labeled images, categorize and localize assets.

Transform 1D projections into clear and readable 2D/3D images. Whether for commercial or research purposes, our visualization capabilities empower models applicable in nondestructive testing, biology, medicine, and beyond.

Define motion vectors across video sequences in real-time, either by features or pixels. We help synthesize image transformation to reconstruct 3D models and enable consistent activity recognition, traffic and safety analysis, and more.

Safeguard high-security infrastructures by distinctive biological or behavioral characteristics as user IDs. We build templates for smart card verification or network logon via facial features, fingerprints, retina or vein patterns, and voices.

Discover our featured computer vision projects

To deliver a clear representation of our hands-on computer vision consulting and development practice, we’ve selected PixelPlex’s recent projects across diverse industries. Take a quick look to find a project that aligns with your specific requirements and see the results we have achieved.

AIRA

Innovative medical diagnosis tool using computer vision and Machine Learning to flag symptoms of retina disease as it ingests clinical data. The AI model inside is trained on input images to recognize the human retina while differentiating individual pathologies and diseases.

  • Computer vision-enabled human retina analysis
  • AI-powered medical database generation
  • Symptom identification and differentiation
  • Disease progress prediction
  • Web interface designed for internal testing
AIRA, an AI retina analyzing and disease diagnosis tool
Read AIRA case study

WatchDog

AI-based IP protection platform for Web3 users, NFT brands, developers, and marketplaces. Leverages computer vision, NLP, and blockchain to control IP usage and instantly alert on potential trademark infringement or unauthorized access while spotting fakes and duplicates.

142M+
NFT assets supported
325M+
events parsed
  • Multi-parameter IP tracking
  • Support of multiple blockchain frameworks
  • Comprehensive DMCA reports generation
  • Live fork-tolerant data collection
  • 452K+ NFT collections maintained
WatchDog, an IP protection service in Web3
Read WatchDog case study

Intel IoT App

Enterprise IoT solution that facilitates data gathering and extracts specified information types for further AI modules training. Communicates with BLE devices to aggregate, store, and analyze large sets of motion and dynamics data required for building predictive analytics and Machine Learning algorithms.

  • Stabilized BLE-enabled connectivity
  • Consolidated in-app data storage and management
  • Integrated data visualization mechanisms
  • Сontrolled dynamically-modified data sets
  • Customized UI fields and data stream naming
  • Connected cloud server and data transfer
Intel IoT App, an enterprise IoT mobile app and data gathering solution
More about Intel IoT App

How we empower industries with computer vision

What if you leave a substantial part of your domain potential untapped? Don't let valuable resources go idle — make computer vision solutions drive them to their maximum efficiency.

Healthcare

Transform patient outcomes through preventive diagnosis. Our algorithms swiftly extract and interpret qualitative and quantitative data, automate pathology detection, digitalize reporting, and democratize microscopy.

The process of medical examination of a human

Education

Improve classroom safety and academic progress by analyzing students’ behavioral patterns and building indoor digital maps. Our apps clearly detect intrusion, monitor real-time crowd movement, and track attendance.

The library with circle-style bookshelves

Logistics & Supply chain

Prevent resource waste and delegate manual routines to fault-resistant algorithms. Inspect warehouse capacities and inventory safety, optimize container positioning, sorting, and back office routines with our data processing modules.

White trucks carrying cargo on a highway

Retail & eCommerce

Drive revenue and CX, optimize service, offerings, and store layout. We incorporate models for no-barcode self-checkouts, in-store or web customer behavior tracking, heat map generation, accurate product search, and stock monitoring.

Mannequin demonstrating a collection in a clothes store

Manufacturing

Establish autonomous assembly while inspecting production quality and capacities. Scale up and down with our managed algorithms enabling predictive maintenance, 3D modeling, assisted packaging, counting, and barcode verification.

A robotic arm on a factory

Banking

Facilitate document classification and extract specific data out of scans with OCR software. We provide facial and hand digit identification capabilities, mobile biometrics, financial risk assessment, and detection of potential fraudulent activities.

A view of a bank building

Tech park for our computer vision services

We infuse years of machine learning consulting services into every module we deliver. With a keen focus on helping you navigate upcoming challenges, we extract actionable insights from vast amounts of data using highly reliable and advanced technologies.

Python
OpenCV
SciPy
Scikit-learn
Seaborn
Pandas
TensorFlow
Keras
PyTorch

Our framework for computer vision software solutions

Every computer vision journey is unique. To give you an overview of how our computer vision software company guides you through the process, let's take a peek behind the scenes where the magic happens.

A development framework for computer vision software solutions

Discovery and analysis

Our computer vision consultants delve into your field-specific business objectives, defining challenges and project vision. We review your data sources and devise approaches to enhance the accuracy and feasibility of future models.

Deliverables

  • Table of requirements
  • Computer vision strategies plan
  • Scope of work
  • Knowledge base

Solution design and architecture

Once the data is standardized, we select and deploy algorithms to create a scalable custom computer vision software solution architecture. From high to low levels, we lay the foundations for solid input content understanding, analysis, and processing.

Deliverables

  • Dataset training algorithms
  • Data acquisition, processing, and visualization modules
  • Performant network layers
  • Consistent mapping functions

Development and prototyping

We train machines on rich data to process content, label objects, and flag patterns. To refine your custom AI solutions, our team checks model parameters, adapts lighting, angles, and object scaling to retrain the model upon your feedback if needed.

Deliverables

  • Data annotations
  • Pattern recognition algorithms
  • Functional prototypes

Testing and quality assurance

PixelPlex test-drives your model to uncover unwanted outcomes and accuracy limitations. We then debug the solution to ensure seamless performance in computer vision tracking components and other pre- and post-processing algorithms.

Deliverables

  • Comprehensive QA report
  • System-level debugging instruments
  • Security maintenance roadmaps

Integration and deployment

We ensure a seamless transition to the computer vision-powered ecosystem and integrate all necessary applications and workflows. To avoid any disruptions and resource waste, we rule out detection latency and enable robust FPS performance.

Deliverables

  • Integrated deployment strategy
  • Data migration and user training plan
  • System configuration
  • Optimized frames per second

Monitoring and support

Alongside computer vision software development services, we provide performance-tracking mechanisms. If necessary, we add extra objects for detection or failure scenarios while continually updating and optimizing the solution.

Deliverables

  • Module support roadmap
  • Performance reports
  • Solution updates
  • Feedback-driven improvements

Explore our recommended blog articles

The excitement surrounding computer vision continues to grow, but implementing the technology requires expertise. Before you leave, take a moment to discover what we as a computer vision company suggest to circumvent the challenges.

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