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Computer Vision

The AI image processing forms a digital system that performs operations on a digital image, primarily to extract specific useful information from it. In Image processing using AI input is an image, like a video frame or photograph and output may be image or characteristics associated with that image. AI based Image Processing device mainly works in the following manner

Image Processing in artificial intelligence is used in the following areas:
  • Security Surveillance
  • Attendance Recording
  • Face Detection
  • Signature Recognition
SkyBits Technologies has built an in-house image processing product called Face-O-Detect. To know more about it, click here.

Statistical Analysis

Statistical analysis is a subject that concerns the collection, organization, analysis, interpretation and presentation of data. And today’s world Data is the major concern to business, that is how data can be useful to improve performance of a business, identifying opportunities and helps in decision making.Statistical analysis of data is the core function to understand this large structured descriptive data. In an effort to manage their data and predict the outcomes trends based on the information, many businesses rely on statistical analysis.
SkyBits is here to help you out in analyzing and statistical modelling from large structured descriptive data. It is the science of collecting, exploring and presenting large unstructured data to discover or predict the future outcomes.The various steps of statistical analysis are as follows
  • Nature of the data (Qualitative or Quantitative)
  • Relate the data with the underlying population
  • Create a model (Regression or Classification)
  • Train the model (statistical testing)
  • Validate the model

Natural Language Processing(NLP)

It is an automated way to understand and analyze natural human languages and extract information from such data by applying machine algorithms.The data content can be text document,image,audio or video etc

SkyBits is working extensively in this area for last five years and using advanced Python NLP platform Spacy, Keras on top of Theano/TensorFlow.SkyBits deploys Named Entity Recognition (NER) techniques to train new domain specific entities for a variety of purposes. These text corpus is used to train a Recurrent Neural Network (LSTM) for classification.  Traditional Convolution Networks (CNNs) are also used for text classification with excellent accuracy

Natural Language processing in artificial intelligence is used in the following areas:
  • ChatBot
  • Email Classification
  • Automated CV/Resume Classification
  • Comment and review analysis
SkyBits has built an inhouse Chatbot, CV classifier and a review analyser. To read more about them, click on the icons below.

Image and video based solutions

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Chatbot

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Sensor Based Solutions

Unstructured text-based solution

Drone Based Solution

Mobile App Development

IT and Information Security

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