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1. ResNet-18 ResNet-18 Public

   Modeling ResNet-18 with CIFAR-10 Images. Images are downloaded from Kaggle Competition.

   Jupyter Notebook 2

2. U-Net U-Net Public

   The original dataset for the ISBI 2012 challenge

   Jupyter Notebook 1

3. AlexNet_with_BatchNormalization AlexNet_with_BatchNormalization Public

   AlexNet Performance Analysis : Impact of Batch Normalization on Imagenette.

   Jupyter Notebook 1

4. Denoising_with_DnCNN Denoising_with_DnCNN Public

   This repository is for Denoising Gaussian noise by scratch modeling and using DnCNN

   Jupyter Notebook

5. PSPN PSPN Public

   PSPN enhances semantic segmentation by aggregating global context information through a pyramid pooling module to overcome the limitations of local features.

   Jupyter Notebook

6. ViT ViT Public

   Replicating Vision Transformer (ViT) from scratch using PyTorch. Focus on understanding Patch Embedding and Self-Attention mechanisms in Computer Vision.