Image analysis is the extraction of meaningful information from two-dimensional (2D) or three-dimensional (3D) digital images using digital image processing techniques. Various industries apply image analysis software to identify people and objects, assess quality and possible damage, grade and sort products and derive other meaningful information from images and videos. We develop custom image analysis solutions tailored to specific needs of our customers and address a wide range of image processing tasks in manufacturing, healthcare, retail, etc.
Onex Software does not just deliver images and numbers—we offer scientific solutions using imaging to address a customer's business needs. We feel the development of an image analysis protocol is thus equally important as development of an imaging method; as it dictates the data deliverables for customers. With smart design, an image analysis protocol allows us to fully exploit the capability of the imaging system and in turn, our customers receive more meaningful information from their study to help them make informed decisions. To that end, Onex Software has invested in the development of the following in-house tools to increase automation of image analysis.
Unlock innovation to address your business challenges - our ML expertise is the foundation of our Computer Vision service offering. We will find the best way to address your challenges by crafting tailored recognition processes and multi-parameter analysis solutions no matter what project you are envisaging: an industrial automation visual inspection (AVI) platform, an advanced CCTV system or image-based analytics tool implementation.
Need to build a custom image recognition software or integrate your existing solution with industry-leading platforms like Google Vision AI, Amazon Rekognition, or Clarifai? We tailor robust custom solutions to serve your business needs. Derive valuable insights from your visual data with the help of proven solutions. Our team of computer vision experts is here to help you. We cooperate with clients across multiple industries and assist them in levelling up their businesses by harnessing the power of Big Data.
- 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
- 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
- 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)
Custom Image Analysis Software Services
At Onex Software, we invest time and efforts in finding the best custom solution for working with each client’s visual data. We provide comprehensive custom image recognition and analysis software development services. The vision for Onex Software is to empower users to solve a wide variety of image analysis problems, without sacrificing user-friendliness. Onex Software's powerful image analysis engine, combined with straightforward algorithm development, enables users to obtain accurate, reliable results for their unique images.
Our embedded hardware design services include simple and complex designs from concept to production. We build embedded systems for modern devices, both consumer and industrial. Telecom, consumer electronics, medicine, education – see the range of services we provide to implement embedded hardware for these application areas:
- Automating visual data-based workflows to increase enterprise productivity
- Performing advanced emotion recognition to boost customer experience
- Detecting anomalies and plagiarism to ensure brand safety
- Conducting accurate object and face analysis for improved threat detection
- Spotting sensitive content for enhanced regulatory compliance
- Significantly faster and with much less user variability than hand analysis
Computer
Vision Solutions
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Facial recognition
Identifying a specific person's face. Facial recognition has a variety of applications, from retailers recognizing their customers in order to provide them exclusive services to high-level security systems identifying suspects and trespassers.
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Emotion recognition
Application examples include assessing the level of a customer's satisfaction, allowing a smart camera to shoot a photo at the right moment, etc.
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Quality control (QC)
Checking for surface defects, foreign materials, discoloration, absence of components, etc. See our automated visual inspection page to find out more details.
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Grading and sorting
Classifying objects according to their quality (e.g., grading fruits and vegetables) and then sorting them accordingly.
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Counting
Using an optical system to count similar objects on the production line or in a warehouse.
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Damage assessment
Identifying damage issues in complex electronic devices, vehicles, etc.
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Computer-aided diagnosis
Assisting diagnosticians in reading plane X-ray images, CT-, PET- and MRI-scans, ultrasound scans (including 3D and 4D), isotope scans, etc. Enhancing clinical images, measuring organ dimensions and blood flow, detecting pathological signs and suggesting a diagnosis. For more details, see our page on medical image analysis.
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3D reconstruction
Producing 3D models from 2D data (e.g., medical scans)
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Optical character recognition
Reading texts and number sequences (printed and handwritten).
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Event detection
Identifying behavior anomalies and alarms in surveillance videos, counting people traversing a passage.
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Organizing visual information
Indexing visual databases.
Areas of Industries
Logistics: Analyze, plan, design, and control transferring processes, cargo locations, routes, etc.; monitor delivery status in real time by using ML algorithms for image processing.
Media & Entertainment: Adopt our custom solution to analyze your visual content, provide your consumers with highly accurate and diverse recommendations, foster user engagement, and reach new audiences.
Digital Health: Facilitate analysis of medical images, enable computer-aided diagnostics, allow predictive analytics and therapy, enhance mobile healthcare apps with custom computer vision software.
Retail: Improve search experience by implementing image recognition and analysis software to please your customers with intelligent search by photo and help them find merchandise easily.
Robotics: Enable machines to efficiently perform a variety of repetitive tasks, such as object and target recognition, navigation, manufacturing & assembly, assisting physically challenged people, etc.
What We Need From Your Side?
Every project is unique, and we may require different things from you, however, traditionally, the list is as follows:
- Project goals, vision, and roadmap if exist.
- High-level project requirements.
- Project-specific documentation if available, for example, software architecture and mockups.
- Client’s availability - a couple of hours per week for requirements gathering sessions.
- Project deadlines.
Specialized in Solid End-to-End Delivery of Tailor-made Technology Solutions
- AI/ML
- Computer Vision
- Blockchain
- Embedded Software
- IoT
- Automation and Robotics
- Content Distribution
- AR/VR/MR
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AI/ML
Solutions delivering analytics, product recommendations, cognitive computing, and predictive analytics.
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Computer Vision
Solutions for object, movement, pattern recognition, object tracking, video content analysis.
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Blockchain
Solutions for securing verifiable transactions, maintaining and tracking transactional data, analyzing transaction flow and wealth distribution.
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Embedded Software
Creating software for machines and devices - wearable gadgets, appliances, industrial machines, etc.
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IoT
Consumer gadgets, smart home healthcare solutions, computer numerical controls, DSP and network solutions.
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Automation and Robotics
Solutions for remote process control, equipment monitoring, production line automation; electronics driven by firmware, MCUs, sensors, and algorithms.
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Content Distribution
Smart TV solutions, video capturing and processing software, media content distribution systems, instant messengers with video sharing features, and interactive video conferencing solutions.
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AR/VR/MR
Business and game apps facilitating knowledge-sharing, employee onboarding, field service management, and immersification.
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Tech Engagement
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Software Innovation
