Machine Learning - Softnautics

Softnautics build state-of-the-art artificial intelligence (AI) and vision solutions for real-time decision making on the edge. Our focus in on building extremely low power models on constrained edge devices yet achieve , high-accuracy algorithms. We possess full capability to handle complete ML pipeline – data, model, optimization and deployment. Our deep learning applications spanning Security & Surveillance, automotive, industrial, and AR/VR/XR virtual reality domains.

Computer Vision

Powering products to see and take real-time accurate decisions

Voice ML

Interpret voice and take decision based on hot-word detection

OCR/NLP

Reading diverse forms of data to convert image to text, text to speech scenarios

Why Softnautics

Softnautics as a Machine Learning Development Company provides next-gen machine learning solutions that help businesses to reach new heights so that you can keep ahead of the competition. Our USP includes:

Supervised/unsupervised machine learning on structured and unstructured data
Customized Machine and Deep Learning Models
Natural Language Processing, Predictive and Statistical Modeling and Video Analytics

Building ML Solutions on any-Edge any-Cloud?

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Machine Learning Platform Layers

Our four-step process to develop, fine-tunes and trains customized machine learning models according to specific business needs.

Data Management

Data preparation for both training and validation
Data annotation and enhancement

Model Training & Tuning

Selection of appropriate frameworks
Implementation of networks on embedded processors

Benchmarking

Measuring inference metric like power, memory
Automating scripts for validation

Deployment

On Edge platform
Cloud as service
REST API for apps development

Machine Learning Technology Stack

Our machine learning service & solution team works on advanced machine learning platforms, tools and frameworks to provide best in domain services to our customers.

Frameworks & Tools