Automate processes, boost efficiency and drive innovation with machine learning development services from Zoreza global, a company with a unique combination of 3D graphics engineering and machine learning expertise.
Get an expert assessment of your business challenges and a solution proposal designed for your needs. We’ll help you select the right tools, set up development and create product prototypes, as well as advise on sophisticated algorithm development.
Leverage computer vision for automated object, sign and face recognition in video footage and images. We’ll deliver a computer vision solution that analyzes and recognizes patterns in footage or images from security cameras, dashcams and more.
Employ natural language processing to automate sentiment analysis, customer support and fraud detection. We’ll develop and train an NLP system tailored to your needs, be it for a chatbot, speech recognition, customer review analysis or document processing automation.
Minimize risks and enhance product development with 3D models of real-world products, systems or processes. Combine digital twins with image processing for automated anomaly detection with Zoreza global’s machine learning development services.
Leverage edge AI on smart devices to ensure data security and privacy, power real-time analytics and improve responsiveness. We’ll help you ensure high infrastructure performance, minimize model training time and reduce decision delay.
Ensure your machine learning solution is trained on high-quality visual data. We’ll create and manage your dataset of images, videos or 3D graphics, as well as analyze and assure its quality and perform synthetic data injections.
Boost neural network training speed and accuracy with Zoreza global’s expertise in model optimization. We’ll analyze your neural network’s architecture and dataset and provide you with actionable recommendations on how to refine both.
Deploy and maintain your machine learning models more efficiently and reliably with MLOps. We are fluent in MLOps best practices, which allows us to speed up machine learning development and deployment without compromising its quality.
How computer vision powers a pig activity monitoring system: Interactive case study.
70%
increase in performance
20%
hardware cost savings
$10m
YoY cumulative cost reduction
$20m+
projected five-year revenue boost
120%
claims processing productivity
20%
more cost-efficient operations
50+
graphics and machine learning specialists
20+
completed projects
100%
success rate
● Support for all H/W platforms and frameworks used by AI/ML ecosystems
● Cutting-edge CI/CD, MLOps and test automation best practices
● Cloud-agnostic deployment for Azure, AWS, GCP and hybrid solutions
● High-quality, up-to-date online documentation and tutorials
A computer vision application is an ML-powered system that can:
Machine learning is a subfield of artificial intelligence and the underlying technology that powers computer vision systems. It has a broader application range than computer vision as it can also power other solutions, such as natural language processing ones.
In essence, machine learning is the basis of image processing and object tracking and analysis. ML algorithms are trained using large datasets of footage or images with labels. The application learns to recognize a pattern in labeling and works out the rules that it later uses to fulfill its purpose.
MLOps — Machine Learning Operations — is a set of practices and principles used in machine learning development and operations. MLOps seeks to improve workflow efficiency across the board and ensure output quality.
Zoreza global’s machine learning development processes are designed with MLOps in mind. This allows us to:
As a result, our clients receive high-performance, accurate and reliable ML solutions faster and at a reduced cost.
Introducing a machine learning/computer vision solution can allow the organization to:
