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Sefik Ilkin Serengil

Code wins arguments

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Tag: keras

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

activation, activation function, backpropagation, derivative, keras, mish, neural networks, python, softplus, tanh

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 … More

explainable ai, interpretability, keras

Apparent Age and Gender Prediction in Keras

Computer vision researchers of ETH Zurich University (Switzerland) announced a very successful apparent age and gender prediction models. They both … More

age prediction, deep learning, gender prediction, keras, python, vgg

Using Custom Activation Functions in Keras

Almost every day a new innovation is announced in ML field. Such an extent that number of research papers published … More

activation function, e-swish, keras, swish

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

Transfer Learning in Keras Using Inception V3

Machine learning researchers would like to share outcomes. They might spend a lot of time to construct a neural networks … More

inception, keras, transfer learning

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


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