Shreyas's repositories
OCT-Retinal-Disease-Detection-CNN
Retinal disease detection using optical coherence tomography (OCT) and deep neural networks.
A-Curious-FFN
This project utilizes Artificial Curiosity in a Feed-Forward Network to recognize manipulated images.
cv
Portfolio Website
ml-algorithms-from-scratch
Implementation of common machine learning algorithms from scratch using python and scikit-learn guidelines.
Color-Detection
Color detection using OpenCV
Text-Recognition
Text recognition using OpenCV, easyocr and matplotlib
DreamScape-Cakery
Analytics and optimization project of a cakery called DreamScape.
Image-Compression-SVD
A web service for image compression using singular value decomposition (SVD).
Student-Performance-ML
An FFN to predict student performance in secondary education.
Custom-Loss-Functions
A collection of custom loss functions in PyTorch for artificial neural networks.
Gradient-Descent-PyTorch
A simple gradient descent algorithm implemented in PyTorch to minimize a function.
Denoising-Autoencoder
A Denoising Autoencoder in PyTorch to reconstruct MNIST images.
Generative-Adversarial-Network-MNIST
A Generative Adversarial Network (GAN) to generate MNIST like Images.
Convolutional-Autoencoder
A Convolutional Autoencoder using PyTorch for reconstructing MNIST images.
Vision-Transformer-MNIST
Building a Vision Transformer from scratch using PyTorch to classify MNIST Images.
Monte-Carlo-Simulations-Discrete-Probability-Distributions
This repository contains Monte Carlo simulations of most common discrete probability distributions.