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Sefik Ilkin Serengil

Code wins arguments

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Tag: tensorflow

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, … More

gpu, multiprocessing, python, tensorflow

Artistic Style Transfer with Deep Learning

We have recently watched Van Gogh’s known story in Loving Vincent. 125 artists come together and painted 65.000 Van Gogh style … More

autoencoder, deep learning, keras, style transfer, tensorflow, transfer learning

Handling Overfitting with Dropout in Neural Networks

Overfitting is trouble maker for neural networks. Designing too complex neural networks structure could cause overfitting. So, dropout is introduced to … More

hinton, keras, neural networks, tensorflow

Real Time Facial Expression Recognition on Streaming Data

Previously, we’ve worked on facial expression recognition of a custom image. Additionally, we can detect multiple faces in a image, … More

face detection, facial expression recognition, keras, opencv, tensorflow

Facial Expression Recognition with Keras

Kaggle announced facial expression recognition challenge in 2013. Researchers are expected to create models to detect 7 different emotions from human … More

cnn, kaggle, keras, neural networks, tensorflow

Handwritten Digit Recognition Using CNN with Keras

Image recognition studies have reached incredible accuracy levels for the past several years. It is undeniable fact that deep learning has defeated … More

cnn, convnet, convolutional neural networks, deep learning, keras, mnist, tensorflow

Handwritten Digit Classification with TensorFlow

If Exclusive OR (XOR) implementation were a letter A of the alphabet, then handwritten digit classification from MNIST database would … More

handwritten, mnist, python, tensorflow

Hello, TensorFlow!

I read a book one day and my whole life was changed. That’s the opening sentence of Orhan Pamuk‘s The … More

andrew ng, mooc, orhan pamuk, tensorflow


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