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Sefik Ilkin Serengil

Code wins arguments

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From Face Recognition to Kinship Prediction: A Kaggle Experience

Recently, Kaggle announced a competition aiming to find related face pairs in a random set. This was my 1st kaggle…

face recognition, kaggle, kinship, lightgbm

Face Recognition with OpenFace in Keras

OpenFace is a lightweight and minimalist model for face recognition. Similar to Facenet, its license is free and allowing commercial…

face recognition, facenet, one shot learning, openface, python, vgg-face

How to Convert MatLab Models To Keras

Transfer learning triggered spirit of sharing among machine learning practitioners. However, they are working with really different tools. PyTorch, Caffe2,…

face recognition, matconvnet, matlab, vgg-face

How SHAP Can Keep You From Black Box AI

Machine learning interpretability and explainable AI are hot topics nowadays in the data world. Just working of a model will…

explainable ai, interpretability, keras

Travel Guide to San Francisco for Developers

Please look over the applications in your mobile and services you commonly use. Is it coincidence that almost all ones…

bay area, menlo park, mountain view, palo alto, san francisco, silicon valley

Celebrity Look-Alike Face Recognition with Deep Learning in Keras

Finding the celebrity look-alike is a fun and an attractive topic. People wonder that they are similar to whom. Some applications…

face recognition, similar celebrity

How Modin Can Keep Data Scientists From Pandas

Data scientists tend to use pandas for data transformation because it is pretty. I witnessed many times that feature engineering…

docker, feature engineering, modin, pandas, python

A Gentle Introduction to Auto-Keras

Finding the correct network structure and hyper-parameters is a totally black box in deep learning. There is no rule or…

automl, emotion analysis, facial expression recognition, fer 2013

Tips and Tricks for GPU and Multiprocessing in TensorFlow

Having a GPU shows the wealth. Today, you should spend thousands of dollars to have a good one. For example,…

gpu, multiprocessing, python, tensorflow

Machine Learning meets Blockchain

Solutions come after problems but exceptionally blockchain is a solution looking for its problems. We cannot find a completely solution…

adversarial attacks, bitcoin, blockchain, crypto, paypal mafia

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