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.
Powering products to see and take real-time accurate decisions
Interpret voice and take decision based on hot-word detection
Reading diverse forms of data to convert image to text, text to speech scenarios
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
Machine Learning Platform Layers
Our four-step process to develop, fine-tunes and trains customized machine learning models according to specific business needs.
- Data preparation for both training and validation
- Data annotation and enhancement
Model Training & Tuning
- Selection of appropriate frameworks
- Implementation of networks on embedded processors
- Measuring inference metric like power, memory
- Automating scripts for validation
- 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
Ease-of-use ML solutions that are tailored to solve real-world problems in various industry sectors.
Real-Time Vehicle Classification
Key Phrase Detection
Face mask detection using Deep Neural Networks