Image Analytics


Over 80% of data in enterprises comprise of unstructured data sets in form of text, images and videos. These data sets are very information rich but lot tougher to mine and analyze compared to structured data sets. Today’s advances in cloud computing and deep learning have made it possible for enterprises to extract information from such data sets to large extent, opening up opportunities to add value to our daily lives through such applications. It is now possible to analyze moods of different people in single photograph, identify security threats, detect leakages or machine failures by analyzing images and video feeds, recognize handwritten content in scanned forms, license plates and vehicle occupancy detection systems. These applications are already deployed and generate value for enterprises.

Valiance has been working with enterprises in mining image data sets using deep learning. Our team runs algorithms on cloud with GPU (Graphics Processing Unit) machines for training deep learning models. Together with our machine learning and engineering expertise we can help you build systems that mine massive image data sets and structure it to be used for informed decision making.

Content Digitization

Automatically extracting data fields from scanned application forms using image processing & deep learning.

Facial Recognition

Identify individuals using our proprietary image recognition algorithms. As per client requirements, these algorithms can be trained for variety of business scenarios.

Case Studies

Handwritten Text Recognition

Valiance has created information extraction platform using Matlab and Tensorflow (deep learning platform from Google) with Mysql as backend data store. .

Image Summarization

Valiance has created a platform using Python and Microsoft Cognitive Toolkit CNTK(deep learning framework by Microsoft Research) to summarize the images.

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