Machine Learning Expertise

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.

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Computer Vision

Powering products to see and take real-time accurate decisions

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Voice ML

Interpret voice and take decision based on hot-word detection

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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?

Let's Discuss
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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 Management

  • Data preparation for both training and validation
  • Data annotation and enhancement
Model Training & Tuning

Model Training & Tuning

  • Selection of appropriate frameworks
  • Implementation of networks on embedded processors
Benchmarking

Benchmarking

  • Measuring inference metric like power, memory
  • Automating scripts for validation
Deployment

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

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Architectures

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Targeted Applications

Ease-of-use ML solutions that are tailored to solve real-world problems in various industry sectors.

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Consumer

  • Targeted Advertisements
  • Security & Surveillance
  • Face Analytics and Tagging
  • Fitness and Activity Monitoring
  • Posture Detection
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Automotive

  • Voice Assistance
  • Autonomous Cars
  • Driver Distraction Detection
  • Number Plate Recognition
  • Traffic Sign Recognition
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Industrial

  • Optical Character Recognisition
  • Natural Language Processing
  • Text Analytics
  • Object Detection
  • Access Control
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AR/VR/XR Reality

  • Eye Tracking
  • Smart Glasses
  • VR Headsets
  • Scene stitching

Success Story

Providing Low-Power FPGA Design Solutions for Deep Learning

Showcased a real-time smart vehicle classification system

Read Full Story

Demo Videos

Real-Time Vehicle Classification

Key Phrase Detection

Face mask detection using Deep Neural Networks

Related Resources

Digital

Media

Automotive

Get in Touch


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