Machine Learning

Creating state of the art intelligent systems

In the age of connected devices, immersive experiences driven by personalization and intelligent operations are unlocking new possibilities for every industry. Today, many businesses in the domains like healthcare, industrial automation, and automotive rely on Machine Learning to derive patterns from data to monitor, analyze and predict customer/machine behavior and perform actions without human intervention.

VOLANSYS Artificial Intelligence (AI) and Machine Learning (ML) services help organizations to develop custom solutions based on proprietary or open source algorithms/frameworks that process data and run sophisticated algorithms on cloud and edge. This ensures faster decision making, increased productivity, business process automation, and faster anomaly detection for the businesses.

Machine Learning Services

VOLANSYS has enabled many organizations across the world from diverse industries, to transform their business processes to intelligent autonomous operations by delivering machine learning services and consultation from cloud to edge. Our team helps to build, train, validate, optimize, deploy, and test machine learning models using latest tools and technologies.

Our machine learning experts have experience working on all forms of data ranging from text, numbers, audio, video to images using various frameworks, data analysis, and visualization tools. They enable organizations to build optimized machine learning models based on end user applications like patient health monitoring, disease diagnosis, anomaly detection for production lines, face and voice recognition,  preventive/predictive maintenance and object/ siren detection for automotive, and many more. We help organizations build highly customized solutions based on supervised, semi-supervised as well as unsupervised learning, improving accuracy of a pre-trained model or to port it to other platforms with different capabilities. Our proficiency in new-age tools, various inference engines, and neural network architectures makes VOLANSYS a preferred partner for machine learning services.

VOLANSYS also offers AI/ML solutions with its CENTAURI 200 Enterprise/Industrial Gateway for industries like manufacturing, healthcare, automotive, and more.

Machine Learning Process

Machine Learning Process

Expertise

Model building, training, optimization and validation using frameworks like TensorFlow, Keras, Caffe, SparkML, OpenCV and languages like Python, C++, Java
Model deployment and performance testing with tools like TensorBoard, What-If, ML Perf, TensorFlow Playground, etc.
Predictive Analytics: Supervised/semi-supervised/unsupervised machine learning on structured and unstructured data
Image Analytics: Face detection, Face recognition, OCR, object and people counting, object detection and identification
Video Analytics: Motion detection, tracking, face and gesture Recognition
Neural Network: VGGNet, AlexNet, LeNet 5, YOLOv3, YOLACT, MobileNetV2, Mask R-CNN
Audio Analytics: Audio classification, voice recognition
Inference Engine: TF Lite, CMSIS-NN, Arm-NN, Glow
NLP: search & retrieval, Information extraction
ML as a service (MLaaS): Amazon SageMaker