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1. Diffusion_Model_with_MNIST_Dataset_using_PyTorch Diffusion_Model_with_MNIST_Dataset_using_PyTorch Public

   Taking the MNIST images of digits, gradually adds noise, then trains a SimpleUNet network to predict noise and finally reverse the procedures to remove noise and produce new digit images

   Python

2. Food-Image-Classification-with-CNN Food-Image-Classification-with-CNN Public

   Built a CNN feature extraction EfficientNetB0 model with 101 class of foods, evaluated the model and calculated the accuracy of the model

   Jupyter Notebook

3. Fundamental-Deep-Learning-Projects Fundamental-Deep-Learning-Projects Public

   Deep Learning projects with keras and tensorflow

   Jupyter Notebook

4. Resource-Scheduling-in-LTE Resource-Scheduling-in-LTE Public

   Minimize the interference between users in a LTE network infrastructure

   Python

5. Reviews-Classification-with-NLP Reviews-Classification-with-NLP Public

   Classified a restaurant's Reviews into 1 star or 5 star categories based on the text content in the reviews with MultinomialNB classifier

   Jupyter Notebook

6. Simple-RNN-Project-with-Streamlit Simple-RNN-Project-with-Streamlit Public

   A deep learning project that classifies movie reviews as positive or negative using a Simple Recurrent Neural Network (RNN) trained on the IMDB dataset. Features an interactive web app built with S…

   Jupyter Notebook