Solutions for Object, Movement, and Pattern Recognition
Migero offers a whole gamut of computer vision development services around image retrieval and object detection solutions, featuring high processing speed without sacrificing performance by:
- Building powerful CV systems that perform image classification, localization and pixel-level segmentation
- Applying CV, ML and DL methods for face analysis, gesture and movement recognition, and machine vision
- Developing task-oriented algorithms for background separation, digital filtering, noise suppression and shadow removal to achieve a higher degree of image accuracy
- Designing features and classifiers for pattern matching
Object Tracking
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We employ object tracking algorithms to deliver computer vision solutions, which are equally effective at detecting an object in a video and analyzing temporal information for trajectory prediction:
- Multi-camera systems with tools to locate an object in a video sequence
- Custom neural networks and tracking algorithms for single and multi-oriented object tracking
Video Content Analysis
To kick-start your image analysis project and automate the interpretation of aggregated video content, Migero delivers:
- Action recognition systems to detect activities or certain content (nudity, smoking, etc.) in a video frame, and trigger a specific action (alert, start/stop command)
- Distributed algorithms for complex real-time video content analysis over large-scale camera networks or client-server systems
- Implemented trajectory prediction tools for CV neural networks to empower drones and driverless cars with image processing capabilities
- Analytics tools working in the cloud, in servers on-premise and on the edge (in camera or encoder)
Computer Vision Solution Types
Solutions for object, movement, pattern recognition
Multi-factor authentication products, AI-enhanced CCTV monitoring solutions, and biometric digital pattern matching software.
Object Tracking
Multi-object tracking (MOT) software in a live video stream, CNN-based object detection and target tracking systems, and CV software for diverse camera types.
Video Analysis
Disaster management and security solutions, traffic-monitoring software, video and image analysis apps for IP cameras, video servers and PC-based platforms.
Projects
SaaS Business Platform for Home Building Franchisees
Driven by advanced web technologies, the rebuilt system provides the benefits of a SaaS model, adapted to corporate use.
- Runs in the сloud
- Enables report generation
- Supports messaging
- Consists of three web applications (for builders, suppliers, and clients)
- Leverages a graphical tool to assess the required quantity of building materials
Workflow Automation Solution for Drone-Based Oil Rig Inspections
We built a secure customer portal with a back end powered by proprietary Machine Learning algorithms. The system serves as a universal platform for automated order, document, and digital asset management. Its key features include:
- User administration: an oil production company can register an account and track the data on UAV inspections performed at the facilities they own
- Image and video processing: the system uses smart algorithms to process visual data captured by inspection drones
- Electronic document management
- Collaboration functionality: reviews, comments, task assignments, etc.
- Inspection reports: dynamic, PDF
RFID-based Asset Tracking Solution for Warehouses
Smart system to automate inventory tracking
Migero delivered a custom asset tracking solution based on the embedded TCP/IP stack:
- We equipped each item in a warehouse with customized active RFID tags, which communicate with beacons installed across the warehouse perimeter
- Once in an hour, the tags send data packets containing unique identifiers through a radio bearer to the local network of beacons
- The beacons transmit the information on the equipment status to the client’s server via an Ethernet connection
Cloud-Based Data Analytics Platform for Injection Molding Machines
An intelligent system for the management and predictive maintenance of molding machines.
A market-ready solution would:
- Collect mold condition and process data from sensors installed on injection molds
- Track KPIs of molding operations in real time
- Detect abnormal behavior and notify operators before the defects result in a failure
For the first phase, the system had to consist of three parts:
- Temperature and mold movement sensors for analysis of the mold behavior and process
- Edge device that collects and analyzes data sending the crucial information to the cloud
- AWS cloud for data analysis and mold behavior prediction
Industry Experience
With our hands-on experience in object detection, object tracking, and large scale data analytics, our team will help reduce human effort and optimize operations of all types.
Healthcare
To help medical experts tackle an increasing amount of graphical information, we engineer solutions that process large data sets, like CT, X-Ray, and MRI scan images for more accurate diagnostics, surgical procedures and therapy. Leveraging CV, we build interactive medical imaging solutions which convert two dimensional scans images into 3D interactive models. Also, we deliver CV-based telemedicine and remote patient monitoring (RPM) products, like fall detection systems for elderly care.
Retail
We have expertise in building a wide range of computer vision solutions for retail stores and malls, from in-store marketing tools like display optimization and promotion campaigns, to surveillance solutions to detect potential shoplifters and deter theft. Apart from this, video analysis tools speed up processes like shelf management and data collection, reducing manual labor and cutting business costs.
Industrial Manufacturing
Automated control processes, enhanced with video object tracking technologies, are essential for connected factory. Such inspection systems help, for example, avoid errors in product packaging, improve quality control, speed up object sorting, and provide robots with human-like vision functionality.
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Photo Apps and Digital Imaging
Apart from object classification, segmentation, and other machine vision solutions, Migero has a large portfolio of AI apps with advanced filters and digital photo editors based on face recognition, image processing and edge detection. Computer vision solutions allow users to retouch their photos, edit backgrounds, and add stickers and masks to their shots.
Custom software for Diverse Camera Types
Migero’s machine vision systems include management software for all types of cameras from drone-mounted to IP and stationary. Extending hardware capabilities with HD video and imagery recording and analysis, we deliver 24/7 video surveillance service, often in extreme conditions and in inaccessible places.
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Call Us
+2761-527-0985
Write to us
info@migerotec.com
Office hours
Mon-Fri 8:00 – 17:00