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Hayati Yurtoğlu's Projects

art_by_dcgan icon art_by_dcgan

This code sets up and trains a GAN to generate artwork images using Keras and TensorFlow, defining and compiling discriminator and generator networks, and saving results.

audio_classification icon audio_classification

aIt's a clasification of voice of capuchine bird. I used tensorflow and keras libraries. In my opinion preprocessing part was a little bit confusing

autoencoder_colorization icon autoencoder_colorization

Colorizes grayscale images using a loaded model and displays original and predicted colorized versions.

cell_classification_cnn icon cell_classification_cnn

This code trains a CNN in Keras to classify cell images (infected/uninfected). It sets up data generators, defines model architecture with convolutional layers, applies regularization, configures callbacks, and trains the model for binary classification.

cgan icon cgan

Condutional gan for generating images from sketch

cryptocurrency_time_series_rnn icon cryptocurrency_time_series_rnn

Python script for training a Simple RNN model on cryptocurrency price data to predict future prices, including data exploration and evaluation

data_analysis_ml_methods_autoencoder icon data_analysis_ml_methods_autoencoder

This code loads network data, preprocesses it, reduces dimensions with an autoencoder, and trains multiple classifiers (KNN, RF, LR, SVM) for anomaly detection.

dcgan_mnsit icon dcgan_mnsit

This code implements a DCGAN to generate realistic images of handwritten digits from the MNIST dataset, training the generator and discriminator alternatively for a set number of epochs.

dietitian_program icon dietitian_program

I used Python as programming language, the program with gui will be developped in next 1 mouth.

encrypted-chat-room icon encrypted-chat-room

I used Python as programming language. Socket, cryptography, tkinter and json are libraries. I aimed to develop my own chat room so maybe it will be useful for you

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