ckorgial/ML-Algorithms-on-MNIST

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Created over 3 years ago
Updated over 1 year ago

ckorgial/ML-Algorithms-on-MNIST

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Machine Learning Techniques from Scratch applied on MNIST Dataset

ViT-for-Cancer-Skin-Classification-TensorFlow

Cancer Skin Classification (HAM10000) using Vision Transformer (ViT).

Jupyter Notebook

xAI-CAAE

Pytorch Implementation of the Explainable Conditional Adversarial Autoencoder using Saliency Maps and SHAP (J. of Imaging - MDPI)

Lung-Tumor-Detection

Lung Tumor Detection on Single Image using Neural Networks.

CNN-for-Malaria-Classification-TensorFlow

Two Different Scripts with CNN Architectures for Malaria Classification.

Jupyter Notebook

LAD-LRT-ENF-Detetection

MATLAB code for the Robust LAD-LRT ENF Detection (ICASSP 2023)

3D-Video-Convolution

3D Video Convolution from Scratch

Mean-Filtering-and-Edge-Detection-for-Video

Arithmetic Mean Filtering and Edge Detection for Video from Scratch

DRL-for-ConnectX-Game-TensorFlow

Deep Reinforcement Learning for ConnectX Game

Jupyter Notebook

ICAAE

Pytorch Implementation of the Interpretable Conditional Adversarial Autoencoder using LIME (ICASSP 2024)

Graphics-Applications-in-OpenGL

Graphics Applications using the library OpenGL for Course Purpose

IARIADevIDFusion

RELAX-ENF-Estimation

MATLAB code for the Robust RELAX-Based ENF Estimation (SETN 2024)

InterGridNet

Python code for the implementation of the shallow RawNet in the InterGridNet framework.