Posts by Tags

classification

Simple classifier is-face or not

1 minute read

Published:

This post is devoted to constructing a simple binary classifier from scratch. A classifier is a tool that enables the algorithm to categorise different objects in their respective ‘class’. A binary classifier is a classifier with two categories, e.g. is this animal cat or dog?

computer vision

Simple classifier is-face or not

1 minute read

Published:

This post is devoted to constructing a simple binary classifier from scratch. A classifier is a tool that enables the algorithm to categorise different objects in their respective ‘class’. A binary classifier is a classifier with two categories, e.g. is this animal cat or dog?

history of machine learning

Links for the history of Machine Learning

2 minute read

Published:

While preparing for a seminar of the EESTech Challenge (official site, EESTEC news), it required a while to find some reliable sources for the history of Machine Learning. Even though Machine Learning has become a buzzword recently, there are surprisingly scarce material on its history, so I will share these references here accompanied with few comments.

human faces

Large scale video database for human faces

less than 1 minute read

Published:

As part of our latest research work, we have collected and processed one large database, coined 2MF^2. Our dataset includes over 19 million frames of human faces (over 11 thousand videos in total).

machine learning

Review on online VAE tutorials

4 minute read

Published:

Instead of creating another tutorial about Variational Autoencoders (VAE), I will share my experience on the parts that introduced me to the topic.

Links for the history of Machine Learning

2 minute read

Published:

While preparing for a seminar of the EESTech Challenge (official site, EESTEC news), it required a while to find some reliable sources for the history of Machine Learning. Even though Machine Learning has become a buzzword recently, there are surprisingly scarce material on its history, so I will share these references here accompanied with few comments.

neural networks

Large scale video database for human faces

less than 1 minute read

Published:

As part of our latest research work, we have collected and processed one large database, coined 2MF^2. Our dataset includes over 19 million frames of human faces (over 11 thousand videos in total).

Review on online VAE tutorials

4 minute read

Published:

Instead of creating another tutorial about Variational Autoencoders (VAE), I will share my experience on the parts that introduced me to the topic.

python

Simple classifier is-face or not

1 minute read

Published:

This post is devoted to constructing a simple binary classifier from scratch. A classifier is a tool that enables the algorithm to categorise different objects in their respective ‘class’. A binary classifier is a classifier with two categories, e.g. is this animal cat or dog?

review

Review on online VAE tutorials

4 minute read

Published:

Instead of creating another tutorial about Variational Autoencoders (VAE), I will share my experience on the parts that introduced me to the topic.

variational autoencoders

Review on online VAE tutorials

4 minute read

Published:

Instead of creating another tutorial about Variational Autoencoders (VAE), I will share my experience on the parts that introduced me to the topic.

video database

Large scale video database for human faces

less than 1 minute read

Published:

As part of our latest research work, we have collected and processed one large database, coined 2MF^2. Our dataset includes over 19 million frames of human faces (over 11 thousand videos in total).