Artificial IntelligenceRead more
Computer Vision: Enable your business to see more
Introduce innovation to your business
Computer Vision applications allow computers to process images and videos in order to retrieve specific information, automate processes and make decisions. At Miquido, we use Computer Vision to train models to understand visual, high-dimensional data by feeding Machine Learning models with images. We offer AI solutions to get in-depth insights and provide you with comprehensive solutions.
Our Computer Vision expertise
Elevate your processes
Save time and resources by making your business processes less prone to human errors! How do we achieve this? By limiting human involvement thanks to task automation, e.g. text extraction, image classification, product quality inspection on production lines in manufacturing, and much more.
Know your customer
Make sure your customers are who they say they are with the help of Computer Vision solutions. Verify your clients’ identities by using their photos, ID’s or passports to assess their identity and reduce the fraud risk to a minimum. This way, you can be certain that your business stays safe and secure.
Moderate your content
Keep your content organised and make sure your application is a pleasant experience for all users. Save time on manual content moderation – automate the process of detecting unwanted content, such as offensive gestures and explicit nudity in user-generated images or videos automatically (or semi-automatically).
Improve content discoverability
What’s the point of creating awesome content if no one’s going to find it? Let more users discover, share and interact your content with the aid of Computer Vision solutions. Advanced content searches by image, together with object tagging, allow users to discover similar content and products with ease.
Analyse video streams
Automate tasks related to analysing visual imagery that would take humans lots of time and harness the power of computer vision to examine video content in real time. By analysing and using visual sequences from multiple cameras and drones, you can use the collected footage for object detection and mapping.
Where does Computer Vision excel?
Computer Vision is applicable everywhere images or videos are involved. The variety of tasks that can be handled using CV is wide and still expanding:
- Image Segmentation
- Image Classification
- Image Restoration
- Object Recognition
- Content Indexing
- Video Tracking
- Optical Character Recognition (OCR)
- Search by Image
- Content Moderation
Computer Vision applications at Miquido
Patent Office (GovTech)
OCR-based patent applications classification
AGH Solar Boat (with AGH Solar Boat team)
Real-time object detection and mapping using a video stream
Our development process
Scoping & estimation
Workshops & preparation
Design & development
Understanding the nature of your project
Scoping & estimation
We start our journey by identifying the scope of your project. We take our time to understand your needs, business plans, and expectations. We will discuss the features you want your product to have and the complexity of the project. This allows us to choose the best solutions required to support your idea and helps us estimate the development time. As a result, we’ll be able to provide you with a general quotation and development schedule.
Shaping the vision and discussing the details
Workshops & preparation
In this phase, we start with a kick-off meeting with the Data Science team. We will discuss details of your data, images and video content as well as relevant statistical techniques, data infrastructure and visualisation. This insight is extremely important to us, as we need to get a good feeling for your specific conditions and requirements and be sure we are on the same page!
Bringing your project idea into reality
Design & development
The crucial part in creating Computer Vision solutions relates to your images, photos and videos. We need a few days to prepare a data collection plan. We start from data exploration to get a better feeling for it. Then we work hard to answer your business-specific questions formulated during our Workshops by implementing an adequate Computer Vision solution. The length of this phase depends on the project size and complexity.
Introducing your product to the market
The big day has come – your application is ready to meet its users! When your product is ready, we take care of the deployment and release under the agreed infrastructure. We make sure that every element of the system is released on schedule and works perfectly. Once your application goes live, we provide you with maintenance and support.
Taking good care of your product
If in the future you see that your solution needs modifications or extra functionalities – we’ve got you covered. We’ll start working right away, all while supporting the existing version until the new one is good to go. Whether it is ongoing maintenance and support, new project development, or a specific upgrade to an already released product – you can count on us!
Custom Computer Vision solution development
Is your business directly related to images and videos? Let us have a look at your visual data and turn it into useful insights. Our image intelligence services are adjusted for your business-specific requirements.
What is there to gain? Automation, reduced human involvement and an improvement of image and video content searchability. All these are potential benefits available with our Computer Vision solutions. Our bespoke approach uses state-of-the-art methods as we adapt them for your specific needs and requirements.Learn about custom app development
Our Computer Vision services across the industries
Healthcare is an industry which Computer Vision solutions are truly helping to revolutionise. Speed up the diagnostics process and assist radiologists with scan interpretations with medical image segmentation and analysis. Extraction of image features and automated detection of altered areas can be used for all contemporary imaging modalities like CT, MRI, PET and SPECT, as well as 3D model building.Our solutions for healthcare
Search content by image and provide efficient recommendations based on visual characteristics. Low-quality images displayed on your website reflect poorly on your business; image quality control using CV models may be trained to detect and remove, for example, blurred photos that don’t meet required standards. You can also optimise images for the Internet, remove duplicates, and match image content description with the product.Our solutions for e-commerce
Make your entertainment application both fun and secure for your users, and reduce the workload for your team at the same time. You can make use of facial recognition and tagging on social media with picture metadata, which is based on detecting individual features and matching them with a facial database. For user-generated image quality control, you can automate detecting nudity and banned content before it is visible to the public.Our solutions for entertainment
Fintech is an industry that thrives on competitiveness, which is why harnessing the most of the available tech solutions is crucial to succeed. Automate client identity verification and make it available 24/7, make mobile payment more secure using facial recognition and authentication of the right person, use imagery of properties and cars to accelerate your insurance underwriting and quotation process, and much more!Our solutions for fintech
Want to talk about your idea?
Hi, I’m Jerzy, Head of Innovation & Business Development at Miquido. Fill in the form to the right and we’ll get in touch soon!