Case Studies

Implementing AI to target real life problems by bridging the gap between academia & industry.


Automated Pulmonary Nodule Detection Using 3D Deep Convolutional Neural Networks

Lung cancer has been the leading cause of all cancer-related deaths, causing 1.3 millions death annually. Detecting pulmonary nodules early is critical for a good prognosis of the disease, and low-dose computed tomography (CT) scans are widely used and very effective...


Automatic Merchandise Image Segmentation (Removing Background)

In online shopping environment, sellers have to put up images of their products for customers to see. In order to get a clean shot of a product, sellers usually have to ask designers to process a product image to look professional by replacing the background with a uniform scene...


Creating Natural Language Interface To Databases

We present a natural language interface to databases, which allows non-technical users to query database without having to learn database language. The system uses NLP to parse input English language into some intermediate representation...


Customer Review Analysis

How to analysis sentiment of text. To analysis the review of customers or competitive products. We have to extract the sentiment in the reviews, which is the most challenge problem in natural language problems. We need cut the texts into part of speech tag...

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