Vitalify Asia

Abstract

Abstract

Abstract

Vitalify Asia is a web & mobile app development company. We provide rapid product development and improvement on the DevOps basis with the…

I have recently joined Kaggle competition, Bristol-Myers Squibb — Molecular Translation (BMS competition). Unfortunately, I missed solo…

AI Economist is a project which aims to research the dynamics of economics by using Reinforcement learning (RL).

As we know, BERT has made remarkable results ever in NLP. Recently, some researches are reported which apply BERT to solve tasks for…

Self pre-training becomes to be commonly used method in machine learning, especially in NLP (Natural Language Processing). The most famous…

At Vitalify Asia, we have an internal radio culture, “VFA Radio”.  After lunch breaks and around 3–4 pm, VFA Radio Music is played through…

Image Processing faces various challenges such as object detection, object classification, de-blurring, etc. Processing image captured…

In Vitalify Asia’s office, all staff shows their face to iPad which is set in front of the entrance door when they go into and leave the…

Person Re-Identification can recognize a person by associating different images of the same person taken from different cameras

The mask detection displays warning when it detects a person who doesn’t wear a mask with camera. A unity developer has developed this app

Generating 3D model from 2D images

A case study on using only simulated data to train a Deep Learning model that can robustly generate 3D object from just one image.

How to efficiently train a Deep Learning model to construct 3D object from one single RGB image.

A chronological highlight of interesting ideas that try to optimize the optimization process since the advent of Adam:

An attempt at using Generative Adversarial Network to do more than just generating cool images.

Looking at GAN from the view of a learned loss function.

Abstract

This is my attempt at summarizing the main points from VietAI’s Techtalk 2 that took place on Saturday, June 23 2018.

Sample code accompanied with this article…

Recently, I have challenged a competition in Kaggle. Though it was my 1st challenge, I could get fairly good result. I would like to share…

Introduction