Computer Vision Development Services
As an industry-recognized AI expert, Unicsoft utilizes machine learning and neural networks to enable computers to detect data issues and derive meaningful information from images and videos.
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Streamlined workflows
Computer vision application helps to carry out repetitive and tedious tasks much faster, freeing up time for humans to focus on more important activities. -
Improved products and services
Computer vision helps reduce human mistakes, thus resulting in faster delivery of high-quality products and services. -
Reduced costs
Organizations eliminate mistakes and flawed workflows, removing any need for extended maintenance or dedicated employee resources for repair. -
Enhanced decision making
Computer vision software helps to quickly and more accurately detect patterns and trends which helps to make wise choices quicker.
Сhallenges of implementing computer vision development services
Ease of access to hardware and scalability of the deployment platform is one of the crucial points when deploying and serving CV models. A platform or hardware should provide and support a multitude of options to deploy the production models. In other cases, they slow down and complicate the development process.
A computer vision system requires constant monitoring as seemingly minor errors are capable of becoming big problems. Companies need to have a monitoring team that will keep track of the system and ensure that it is working properly at all times.
Some industries may struggle to obtain high-quality visuals due to reasons of privacy. Real-life video and images are also hard to come by (for example, road incidents).
Many organizations can’t produce sufficient training data and their MLOps are not sufficiently mature for developing advanced computer vision models. This leads to the setting of ambitious goals for data science teams without assessing the real feasibility of achieving such goals.
Camera setup, data collection, cleansing, and validation as well as model training and deployment can shift project timelines. The deployment stage of computer vision technologies requires careful planning and preparation.
Computer vision applications feature both software algorithms and hardware systems. Failure to properly configure these systems leads to blind spots. It is important to ensure that there is a camera capable of capturing high-definition video streams and a proper angle for capturing the object’s position.
Computer Vision Development Services by Unicsoft
Data Preparation
Model Design and Optimization
Application Development
System integration
Unicsoft Computer Vision Expertise
Computer Vision Use Cases
Automatic image tagging with multi-object detection models
Unicsoft uses convolutional neural networks to teach machines how different objects look like and train algorithms to automatically identify people and objects in the picture. Multi-object detection models are used by e-commerce organizations and social media platforms and enhance the customer experience in retail, logistics, and supply chain.
Extracting insights from visual data with image segmentation
Image segmentation splits an image into parts to make it easier for machines to get information from them and analyze it. Image segmentation can be used for object tracking, medical image processing, face recognition, and more.
Automating repetitive tasks with OCR (optical character recognition)
Unicsoft delivers high-quality computer vision solutions to find, capture, and automatically extract data from unstructured documents to eliminate manual operations.
Providing accurate recommendations with image similarity search
Image similarity search helps users to easily find similar products based on visual attributes (color, shape, texture, etc), across the web. Unicsoft helps to implement the product-matching technology to leverage massive amounts of unstructured data more efficiently.
Producing unique content with Generative Adversarial Network (GAN)
Visual content creation industries benefit from GAN by generating creative interpretations of data. GAN helps to change sketches into realistic scenes, synthesize characters or scenes, animate body physics, generate 3D objects from pictures, and more.
Enhancing brand visibility with logo detection
Unicsoft delivers machine learning-based logo detection systems to automate real-time recognition of brand logos in an image or video and show accurate brand visibility analytics.
Leveraging big data with object segmentation in 3D point clouds
Point clouds are used to develop accurate models of real-world items. The technology is widely-used in computer graphics, VR, and communication.
Providing better experiences with a pose estimation model
Pose estimation can predict, identify, and track the presence and location of a person and their movement to help provide better services.
What our clients say
Here’s what clients are saying about Unicsoft’s data science consulting services
Computer Vision applications in various industries
Computer vision development process
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