--- source_url: "https://rt-projects.com/ai-machine-learning/" title: AI – machine learning – Real Time Group mirrored_at: 2026-08-17T01:03:12.332Z host: rt-projects.com cited_in_42a: true mirror_canonical: "https://index.42a.ai/rt-projects.com/ai-machine-learning/index" --- > **Original source:** https://rt-projects.com/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 ![](https://rt-projects.com/wp-content/uploads/2024/01/Benny-Pic-LPs-2-1.webp) ![](https://rt-projects.com/wp-content/uploads/2024/01/Dima-Pic-LPs.webp) ![](https://rt-projects.com/wp-content/uploads/2024/01/Benny-Pic-LPs-2-2.webp) ![](https://rt-projects.com/wp-content/uploads/2024/01/Benny-Pic-LPs-2-4.webp) ![](https://rt-projects.com/wp-content/uploads/2024/01/Benny-Pic-LPs-2-3.webp) PROUD AND HONORED TO BE WORKING WITH Our business partners ![](https://rt-projects.com/wp-content/uploads/2022/11/3.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/amazon.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/electra.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/huawei.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/elbit.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/99-1024x326-1.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/SolarEdge-Logo-1024x305-1.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/6-1-1024x576-1.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/1-e1648241384224.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/2-e1648241320260.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/IBM.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/INTERL.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/3-e1648241297174.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/4-e1648241269379.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/20.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/22.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/16-1.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/9-e1648241184758.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/17.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/12-1.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/14-2.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/microsoft.png) ![](https://rt-projects.com/wp-content/uploads/2022/11/19.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/aws.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/40-1.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/1.jpg) ![](https://rt-projects.com/wp-content/uploads/2022/11/microchip-1.jpg) 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:** ![](https://rt-projects.com/wp-content/uploads/2024/02/DALL%C2%B7E-2024-01-16-18.26.54-A-poster-depicting-a-funny-looking-DevOps-professional-with-a-beard-and-a-noticeable-belly-working-diligently-in-his-office.-He-is-focused-on-his-lap-2.webp) **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](https://rt-projects.com/#contact)**, 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 logo](https://rt-projects.com/wp-content/uploads/2023/08/terra.png) ### Terraform Leverage the power of Amazon's extensive cloud infrastructure to scale your applications effortlessly.​ ![docker logo](https://rt-projects.com/wp-content/uploads/2023/08/docker.webp) ### Docker Package your applications with all the dependencies into a standardized unit for software development with Docker. ![kubernetes logo](https://rt-projects.com/wp-content/uploads/2023/08/Kubernetes_logo_without_workmark.svg.png) ### Kubernetes Automate the deployment, scaling, and management of containerized applications with Kubernetes, the industry-standard orchestration platform. ![git logo](https://rt-projects.com/wp-content/uploads/2023/08/Git-Icon-1788C.png) ### Git Manage your codebase efficiently with Git, enabling collaboration, versioning, and tracking changes. ![Prometheus logo](https://rt-projects.com/wp-content/uploads/2023/08/Prometheus_software_logo.svg.png) ### Prometheus Monitor your applications and infrastructure with Prometheus, providing real-time insights and alerts. ![](https://rt-projects.com/wp-content/uploads/2023/08/grafana_logo_icon_171048.png) ### Grafana Automate the deployment, scaling, and management of containerized applications with Kubernetes, the industry-standard orchestration platform. ![](https://rt-projects.com/wp-content/uploads/2023/08/project-manage.png) ### 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.  ![](https://rt-projects.com/wp-content/uploads/2022/07/%D7%A2%D7%99%D7%A6%D7%95%D7%91-%D7%9C%D7%9C%D7%90-%D7%A9%D7%9D-11-300x300.png) ### 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.  ![](https://rt-projects.com/wp-content/uploads/2022/07/team-meeting-online-conference-call-300x212.jpg) ### 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. ![](https://rt-projects.com/wp-content/uploads/2022/07/%D7%A2%D7%99%D7%A6%D7%95%D7%91-%D7%9C%D7%9C%D7%90-%D7%A9%D7%9D-14-300x300.png) ### 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. ![](https://rt-projects.com/wp-content/uploads/2019/11/013-text-300x300.png) ### 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**. ![](https://rt-projects.com/wp-content/uploads/2019/11/034-tap-300x300.png) ### 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. ![](https://rt-projects.com/wp-content/uploads/2022/07/%D7%A2%D7%99%D7%A6%D7%95%D7%91-%D7%9C%D7%9C%D7%90-%D7%A9%D7%9D-18-300x300.png) ### 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. ![](https://rt-projects.com/wp-content/uploads/2022/07/%D7%A2%D7%99%D7%A6%D7%95%D7%91-%D7%9C%D7%9C%D7%90-%D7%A9%D7%9D-17-300x300.png) ### 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**. ![](https://rt-projects.com/wp-content/uploads/2022/07/4365250_2309921-300x300.jpg) ### 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. ![](https://rt-projects.com/wp-content/uploads/2022/07/%D7%A2%D7%99%D7%A6%D7%95%D7%91-%D7%9C%D7%9C%D7%90-%D7%A9%D7%9D-16-300x300.png) ### 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 🙂 Interested in collaborating with us? Looking for turnkey solutions? Need some help in development?  **We’re here for you!** Let's Talk Get a free consultation today