CDAE4InfoExtraction

Artificial Intelligence
Computer Vision
NLP
Generative Modeling

A system for the extraction of hierarchical information across multiple, unrelated domains that uses Capsule Networks, statistical-distribution based systems and Variational Autoencoders to extract ’characteristics’ of an image. a characteristic extraction algorithm and the Multi-domain Image Characteristics Dataset of characteristic-tagged images to simulate the way a human brain classifies cross-domain information and generates insight. The intent was to identify prominent characteristics in data and use this identification mechanism to auto-generate insight from data in other unseen domains.



Technologies Used: Python, Tensorflow, Generative Modeling.

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Project Gallery

sally lightfoot crab
Overview of the System
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Sample Inference from the System