Object Detection & Recognition

Build Vision-Aware Applications with Azure AI

At Digital Bricks, we help organizations integrate object recognition and image analysis capabilities directly into their digital products using Azure AI Vision. From detecting objects in images to reading text and analyzing video, we build systems that make your apps smarter, faster, and more spatially aware—without needing deep ML experience.

Using a combination of prebuilt services, low-code tools, and developer SDKs, we deliver solutions that capture value from image and video data—at scale and with enterprise-grade reliability.

What We Deliver

We implement end-to-end object recognition and vision-based systems using Azure AI Vision, covering a wide range of use cases—from static image analysis to dynamic video stream monitoring.

Azure AI Vision’s Image Analysis 4.0 service can extract a wide variety of visual features from images. This includes:

• Object and brand detection
• Adult and racy content filtering
• Human face detection and localization
• Scene understanding and image tagging

Clients can access the service via REST APIs or SDKs, with support for real-time applications or batch pipelines.

We implement machine learning–based OCR to extract printed and handwritten text from:

• Posters, signs, labels, and packaging
• Forms, articles, documents, and invoices
• Handwritten notes or multi-language content

This eliminates manual data entry and enables the digitization and automation of document content.

Microsoft’s Read OCR engine supports printed and handwritten text across most global languages. It’s available as:

• A cloud API
• A containerized deployment (for on-prem or hybrid)
• A synchronous API for real-time OCR applications (e.g. image-only scenarios)

We integrate OCR outputs into downstream workflows or storage systems, enabling powerful search, classification, or extraction features.

Custom Object Detection & Image Classification

For specific use cases, we help you customize models to detect domain-specific objects using Azure Custom Vision. This allows you to:

• Train accurate object detection models with only a handful of labeled images
• Deploy models into web apps, mobile apps, or edge devices
• Maintain high performance without needing deep ML expertise

All customization can be done through Vision Studio, Azure’s UI-based toolset, or via SDK-based training workflows.

Face Detection & Analysis

Using Azure AI Face Service, we build systems that can detect, recognize, and analyze human faces in images. Applications include:

• Touchless access control
• Identity verification
• Privacy enforcement (e.g. automatic face blurring)

The Face API can be consumed through SDKs or REST APIs, and integrated into customer service platforms, access systems, or digital signage.

Video Intelligence & Spatial Analysis

We enable real-time spatial intelligence with Azure Vision Spatial Analysis, allowing you to process video streams and extract meaningful patterns, such as:

• People counting
• Zone occupancy and movement tracking
• Compliance monitoring (e.g. social distancing, mask usage)
• Queue detection or flow optimization in physical spaces

These systems support streaming inputs from cameras, edge devices, or existing VMS platforms—and can feed results into alert systems, dashboards, or automation workflows.

Tools & Infrastructure

We build your vision pipelines using:

• Azure AI Vision (Image Analysis, OCR, Spatial Analysis, Custom Vision)
• Azure Face API
• Vision Studio for low-code prototyping
• Client SDKs & REST APIs for production integration
• Container-based deployment for flexible hosting
• Integration with Microsoft Fabric, Power Platform, and Azure ML

Why Digital Bricks?

We take the complexity out of vision AI. With deep experience in Microsoft’s AI ecosystem and end-to-end delivery—from architecture to deployment—we help you bring object recognition and computer vision into your business in ways that are scalable, ethical, and high-performing.

Whether you're enhancing customer apps, improving operations, or extracting new insights from physical spaces, we’ll help you design and deploy vision solutions that deliver measurable results.