Machine Learning

Use the power of machine learning and boost your business.

Looking for top machine learning companies? Sparkbit is an expert in Artificial Intelligence, Big Data Processing, Predicative & Advanced Analytics and Machine Learning.

Looking for the best machine learning companies?

We are experts at making software that brings our clients profit.

Experience matters.

We've worked with big enterprises and medium-sized companies from the USA, Europe and Asia. That’s why we can deliver high quality and reliable products matching your business needs.

Make a Machine Learning project with us.

We offer end-to-end Machine Learning, Data Science, AI & software development. We will take care of your entire project from the inception phase to scalable deployment to production.

our services
Data Science & Analytics
Machine Learning Solutions
Support for AI Solutions

We can build for you intelligent digital experience which will help your business grow.

We create intelligent digital experience for various businesses:

IoT
manufacturing
communication
finances
healthcare
HR

Case Study

User authentication using face verification

Challenge

When it comes to security user experience usually suffers. Remembering passwords or carrying keycards around the office is cumbersome. This often leads to people by-passing the security measures. We wanted a secure and easy way to authenticate our workers to our back-office software system.

Solution

We have employed state-of-the-art deep learning strategies to create a module that recognizes company employees based on an image of a face. We have implemented a triplet loss algorithm on top of a deep convolutional neural network. We have first pretrained the model on a large set of publicly available face images and then applied transfer learning technique to fine-tune the model to our specific use-case.

Tools
  • Keras
  • Tensorflow
  • Python
  • CNN
  • Flask

Object Extraction from documents

Challenge

Technical or scientific documents usually have a lot of figures, tables or diagrams besides text. In one of our systems it was crucial to extract these kind of objects from a PDF document as a separate image and take note of its location in the original document.

Solution

We have used deep learning techniques to identify objects of interest in the documents. We have implemented the YOLO detection algorithm and evaluated multiple architectures of the underlying convolutional neural network. We have pretrained the model on a large set of labeled images and then applied transfer learning to our specific task. To increase the data set for our specific task, we have applied data augmentation.

Tools
  • Keras
  • Tensorflow
  • Python
  • CNN
  • Flask