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1. Evaluating-ML-Models-Using-Data-Generated-by-GANEvaluating-ML-Models-Using-Data-Generated-by-GANPublic

   In this project we have preproccesed a dataset and generated synthetic data using GAN. Then we have compared the accuracy of different ML models on the generated data.

   Jupyter Notebook

2. Classifying-EEG-signals-by-extracting-features-from-a-moving-time-window-using-different-ML-modelsClassifying-EEG-signals-by-extracting-features-from-a-moving-time-window-using-different-ML-modelsPublic

   In this project I have extarcted 30 time and frequancy features from EEG signals (of left hand and right hand moving) in an espicific time window. Then using PCA i have decreased the features dimen…

   MATLAB 1

3. creating-portrait-paintings-using-GANcreating-portrait-paintings-using-GANPublic

   In this project I have trained a GAN moedel to generate paintings using 2000 classic paintings. the GAN can be used to genearte any 2D data.

   Jupyter Notebook

4. neuron-spike-detection-applicationneuron-spike-detection-applicationPublic

   In this project I have implemented an application using tkinter library to classify different brain neuron types. I have used raw data in time and frequency domain (Wavelet Transform), given them t…

5. Real-Time-Road-Signs-Classsification-Using-CNNReal-Time-Road-Signs-Classsification-Using-CNNPublic

   In this project I have implemented a model which can classify the road sign photos into 6 classes. There is a video of me testing the program in the presentation power point.

   Jupyter Notebook

6. detecting-players-in-a-football-matchdetecting-players-in-a-football-matchPublic

   In this project I have designed a program that can detect the players in a soccer match. the project includes video processing, image processing such as filtering and erosion and dilation, homograp…

   Jupyter Notebook 1