Computer Vision Services
Computer vision (CV) and image analysis is the process of finding actionable information from image and video data. Information from images can be easy for a human to process but has historically been difficult for computers to make sense of. However, with the powerful AI methods of today, advanced computer vision solutions and image analysis are possible. We are ready to provide our computer vision services to build your solution.
What does Computer Vision Include?
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Image processing
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Image segmentation
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Face recognition
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Emotional analysis
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Optical character recognition
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Contextual image classification and many others
What Can You Do With Computer Vision Solutions?
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Detect objects within images so you can gain important insights very quickly
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Annotate images – annotate measurements or key features on an image. For example, on an image of a face, you could annotate the distance between the eyes, the width of the nose bridge, and so on.
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Classify images – What type of image is it? What’s the subject? What’s the context?
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Object tracking – How has an object moved through a series of images.
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Develop biometric products.
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Emulate human insight into images – Humans are great at understanding images, but tasking humans with analyzing image after image is extremely time-consuming and inefficient. Image analysis solutions can do this in a matter of seconds.
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Label images so they can be categorized
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Recognize faces in images separate to other objects
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Surveillance – Facial recognition is an important part of the surveillance industry
- Finance
- Industry
- NLP
- Technology
How Artificial Intelligence can improve Deal Sourcing
We developed a powerful AI solution that allows private equity funds and venture capital firms to conduct the deal-sourcing process in an efficient way.
- Construction
- CV
How construction debris detection from a drone can reduce inspection cost
We developed a drone-based application that was able to detect and report 25 different types of construction debris for a city municipality. The solution allowed to automatize the construction site inspection process while reducing human involvement and average inspection costs considerably. According to our customer estimates, the system saved 320 man-hours per month and reduced average inspection costs by 40%.
- CV
- Government
How trash object detection from a drone can halve the overall detection and collection cost
For a large semi-government organization, our team developed a system that detected litter objects from images captured by drones and helped to manage trash collection activities. We designed and developed a GIS-based application that allowed convenient interaction with detected litter objects and facilitated trash collection activities via optimal route planning and tracking of the collection progress. This resulted in significant cost savings, halving the overall detection and collection costs. Furthermore, the collection time decreased by a factor of 4 while the automated computer vision solution allowed a 7% higher detection accuracy compared to a human expert. Additionally, this system decreased…
- Industry
- Internet
- NLP
- Technology
How chat bot can help to improve meeting scheduling
We developed a chatbot for a centralized meeting scheduling system. Our service allowed the customer to automate their process and reduce the number of human operators.
- Core Machine Learning
- Finance
- Industry
- Technology
How Artificial Intelligence can help with credit Scoring | Credit Scoring AI
The quality of the underwriting process is critical for the successful business of lending. Complete automation of the process with a machine learning model that takes a decision significantly improved the loan portfolio quality and increased the speed of decision-making. We developed a model to predict events of borrower default. The model demonstrated superior to human performance and improved the health of the loan portfolio. It also enabled a loan borrower’s positive experience due to quick decisions on their loan application.
- CV
- Generative Adversarial Networks
- Industry
- Pharmaceutical
- Technology
How Artificial Intelligence can help with Cancer Image Translation | AI in Medical Imaging
We developed an AI component that translates a medical image from one domain to another using AI Style Transfer Technique. The goal of the component is to enable re-use of existing software components and machine learning models that are employed to process a specific type of images i.e. images of tissues stained with one type of reagent across all other reagents.
- Core Machine Learning
- Industry
- Insurance
- Technology
How Artificial Intelligence can help with Risk Management
For a niche insurance company operating in a medical/health domain, we developed a prediction machine learning-based model to estimate the risk of an economical loss. The machine learning model is based on neural networks and built by consuming historical medical data over five consecutive years. The developed model significantly outperformed statistical approaches. With this model, the customer was able to optimize its pricing policies which resulted in significant savings.
- Core Machine Learning
- Industry
- Internet
- Technology
How Artificial Intelligence can help with Skill Analytics | AI and Automated Interview Process
We developed automated candidate scoring and candidate-to-company matching systems that allowed our customer (an online recruiting company) to automate the process of assessing technical skills thoroughly. Due to the success of the solution, scoring experts were able to save 800 man-hours per month. Additionally, they enjoyed advanced functionality to their platform.
- Core Machine Learning
- Finance
- Industry
- Technology
How Artificial Intelligence can help Social Media Analytics | AI in Social Media Data Analysis
For a banking organization, we developed an interactive tool that performs social media data analysis to facilitate marketing activities by understanding audience interests, social group affiliation, demographics, etc. The solution enabled the bank to provide discounts and offers to increase loyalty and decrease churn.
- Core Machine Learning
- Industry
- Real Estate
- Technology
How Artificial Intelligence can help Real Estate Property Price Estimation | AI in Real Estate Market Movement Predictions
We developed a tool based on a machine learning model to automate real estate object estimation and find attractive offers on the market. The tool can also monitor the real estate market to identify ongoing trends. The component allowed the customer to obtain real estate market insights that are hidden from other stakeholders. Due to the tool’s success, the customer achieved a distinct competitive advantage and has already undertaken approximately 20 million euros worth of real estate in-vestments based on the insights obtained through the solution.
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Whether you have a question to ask, data to analyze, or an AI solution to build, please get in touch with us. We are always ready to answer your questions, support your data science-related activities and provide our AI services