We’ve recently mentioned beauty score prediction. However, that study is mainly based on the study of South China University of … More
Author: Sefik Serengil
A Step by Step Perceptron Example
Perception is everything. Communication faculty students learn this in their early lessons. Machine learning practitioners learn this in their freshman … More
Beauty Score Prediction with Deep Learning
Remember the famous quote in the Snow White. Evil Queen asks to the mirror on wall that who is the … More
A Gentle Introduction to Feature Importance in Machine Learning
Machine learning interpretability and explainable AI are hottest topics in data world nowadays. Even though linear regression is ignored by … More
Race and Ethnicity Prediction in Keras
We’ve mentioned how to predict the identity, emotion, age and gender with deep learning in previous posts. Ethnicity and race … More
Race and Ethnicity Prediction In The Perspective of AI Ethics
We can predict the demographic and cultural information of people including identity, age and gender, ethnicity based on their photos already. … More
Why You Should Build XGBoost Models Within H2O
XGBoost triggered the rise of the tree based models in the machine learning world. It earns reputation with its robust … More
A Gentle Introduction to XGBoost for Applied Machine Learning
XGBoost is firstly introduced in 2016 by Washington University Professors Tianqi Chen and Carlos Guestrin. Even though XGBoost appears in an … More
Artistic Style Transfer for Videos
State-of-the-art states the highest level in English. Because art is outpouring of human intelligence and sense of aesthetics. Artistic style transfer is … More
Mish As Neural Networks Activation Function
Recently, Mish activation function is announced in deep learning world. Researchers report that it overperforms than both regular ReLU and Swish. The … More
