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AI - Machine Learning
Our Machine learning
Why should you choose us?
Expert Tailoring
Customized solutions to fit unique business needs, ensuring optimal alignment with your goals and processes.
Advanced Technology
Utilization of the latest tools and techniques in DevOps to keep your operations at the forefront of innovation.
Proven Expertise
A team with extensive experience and a track record of success across various industries.
Security Focus
A security-first approach in all DevOps practices to safeguard your data and processes.
End-to-End Support
Comprehensive support covering all stages of the DevOps lifecycle, from planning to execution and maintenance.
Our Experts
meet the team
business partners
Machine learning professional services
Our Machine learning Services
At Real Time Group, we specialize in providing comprehensive Machine Learning solutions tailored to your unique business needs. Our services encompass a wide range of tools and platforms, ensuring that we can meet any challenge with a customized solution. Here’s what we offer:
Real Time Group provides solutions using embedded Linux, and specializes in Linux user-space and kernel-space development.
Our team has been gaining experience in the past 10 years solving complex projects related to medical, aeronautics, automotive, IoT, 3D printers, CNC machines and the agriculture industry’s needs.
After so many projects, RTG’s team is prepared to conquer new fields and keep presenting End-to-End solutions to many industries, and develop an intuitive user experience for their products.
In addition, our team now specializes in a wide variety of tools such as eclipse, Qt, Yocto project, and open embedded for cross-platform development.
Furthermore, alongside the development process, we can also provide the systems and products in serial production once the product has passed the required EMC and safety certification.
Contact us, we’ll be happy to assist you in any way we can.
By addressing industry innovation and industry prosperity, as our core objectives, we are confident in our solution’s quality and timeline.
Terraform
Leverage the power of Amazon's extensive cloud infrastructure to scale your applications effortlessly.
Docker
Package your applications with all the dependencies into a standardized unit for software development with Docker.
Kubernetes
Automate the deployment, scaling, and management of containerized applications with Kubernetes, the industry-standard orchestration platform.
Git
Manage your codebase efficiently with Git, enabling collaboration, versioning, and tracking changes.
Prometheus
Monitor your applications and infrastructure with Prometheus, providing real-time insights and alerts.
Grafana
Automate the deployment, scaling, and management of containerized applications with Kubernetes, the industry-standard orchestration platform.
Tailored Services
Whatever your specific needs or challenges, our team is ready to provide a solution. If you need a service not listed here, just ask, and we'll make it happen.
Machine Learning Projects Examples
The Weapon Detector
The main actor in this project is Haar Cascade Classifier, which has been trained to detect weapons. It requiers two cameras and a powerfull processor. Click here to watch a video that demonstrates how this machine works!
Optical Character Recognition
Computer Vision
The algorithm analyzes first the picture using Convolutional Neural Networks (CNN), provides results (an amount of features) to Recurrent Neural Network (RNN).
Real Time Face Detection
Computer Vision
A project of face detection on a specific picture or real-time stream/video. Video capture is made using the open-source Computer Vision (OpenCV) library, which provides the necessary instruments.
Automatic Speech Recognition
NLP
Mel-Frequency Cepstrum Coefficient (MFCC) is the most popular representation of voice signals’ spectral properties since it considers human perception sensitivity concerning frequencies.
Image Segmentation
Computer Vision
Image segmentation is a field of deep learning, in which analysis of the image is done in order to detect and/or classify objects on it.
Automatic License Plate Recognition
Computer Vision
An ANPR project for correct detection of the license plate on the image or real-time stream, where the algorithm detects a plate on a real-time stream and recognizes those characters.
Sentiment Analysis
NLP
A group of similar (based on the same logic, structure, steps) algorithms with the purpose of analyzing human feedbacks, using a Text Classifier.
Automatic Tagging
NLP
A method of unsupervised classification of documents (objects) for discovering groups of items (topics), that could be used, for example, for appending an unique ID to the end of the destination URL.
Nerve Segmentation on Ultrasound Images
Computer Vision
An algorithm of detecting actual nerve connections in the image and avoiding possible false nerve connections, made by noise on the image.
Speech Emotion Recognition
Computer Vision/
Machine Learning
An SER is an algorithm for classification of human speech to a range of emotions. As usual, this kind of projects require using of RNN.
Toxic Comment Recognition
NLP
The main idea of the project is an algorithm for detection of violent, insult, obscene comments. The algorithm uses a Wikipedia prepared dataset with labeled toxic comments.
Similar Image Finder Project
Computer Vision
A complicated algorithm for analysis of a given image and finding similar images that uses an ImageDataGenerator from TensorFlow.Keras library and CNN layers.
Chatbots
NLU/NLP
Chatbots are conversational interfaces for individual conversations with computer systems using messages, which allow users to write or to say messages in a human-understandable form and receive same-formed answers.
Your future Project 🙂
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