Machine Learning Expertise

Softnautics build state-of-the-art intelligent solutions with its expertise on Machine Learning (ML) services and Artificial Intelligence (AI) engineering 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 using Deep Learning algorithms. We possess full capability to handle complete ML pipeline – data, model, optimization, and deployment. Our AI/ML applications span across domains involving security & surveillance, automotive, industrial, consumer, and more ensuring faster decision making, increased productivity and business process automation.

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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 with its Machine Learning and Artificial Intelligence expertise 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. 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 AI/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 & AI Technology Stack

Our Machine Learning services & AI engineering team works on next generation platforms, advance 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
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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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