Tag

data science

Browsing

As part of the VietAI Summit 2019, Dr. Hien Pham gave a presentation about the Detection and Classification of Cancer Utilizing Deep Neural Networks. Cancer is a leading cause of death worldwide, especially in low-to-mid income countries like Vietnam. Yet our cancer prognosis process is still inaccurate due to many factors. Dr. Pham’s work proposes using a deep learning approach with Convolutional Neural Networks (CNN) to address the problem of classifying breast, blood, and lung…

At the VietAI Summit 2019, Thang Le from the VietAI team, discussed data augmentation and the concept of the backtranslation. He also discussed how to apply this technique in translation from English to Vietnamese.  In machine learning, we have a dataset and mathematical models. Generally, one tries to optimize the machine learning model by fitting data into the model. One of the things that makes machine learning powerful is that we have lots of data.…

Deep learning is a powerful tool when applied to robotics. This article discusses how OhmniLabs uses deep learning for autodocking calibration in its telepresence robot. The Ohmni robot has the capability of finding its docking station and moving to that station for recharging. Calibration between the camera image and the robot coordinates in the real world is an important step of autodocking. In order to function properly, we first have to find some keypoints of…