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m-peker/README.md

Welcome to my Github page. On my page I will share my mini and hobby projects, focusing on performance improvements in deep learning with small but effective touches. 👋

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  1. Developing-new-technique-for-Sentiment-Analysis-using-Combining-Capsule-Networks Developing-new-technique-for-Sentiment-Analysis-using-Combining-Capsule-Networks Public

    This notebook introduces and implements a Combined Capsule Network in Keras and evaluates its performance for Sentiment Analysis on IMDB Dataset. The developed architecture is presented below.

    Jupyter Notebook 7 2

  2. ResNet-Layers-Visualization ResNet-Layers-Visualization Public

    Trains a ResNet on the CIFAR10 dataset - Visualizing Intermediate Layer Activations

    Jupyter Notebook 5 1

  3. CNN-with-different-kernel-size-for-sentence-classification CNN-with-different-kernel-size-for-sentence-classification Public

    Convolutional Neural Network (CNN) with different kernel size for sentence classification

    Jupyter Notebook 3 1

  4. Sign-Language-Recognition-from-Hand-Gestures-using-Capsule-Networks Sign-Language-Recognition-from-Hand-Gestures-using-Capsule-Networks Public

    Sign Language Recognition from Hand Gestures using Capsule Networks

    Jupyter Notebook 6 3

  5. Detection-of-Parkinson-s-disease-with-the-images-of-Spiral-Wave-using-fast.ai Detection-of-Parkinson-s-disease-with-the-images-of-Spiral-Wave-using-fast.ai Public

    The diagnosis of Parkinson's disease in hand-drawn images of spirals and waves with fast.ai and deep learning techniques.

    Jupyter Notebook 6 6

  6. Python-Notes Python-Notes Public

    Jupyter Notebook