Pinned

1. Melanoma-Image-Augmentation-and-classification Melanoma-Image-Augmentation-and-classification Public

   This repository deals with generating 'malign' synthetic samples from 'benign' samples using CycleGAN to mitigate class imbalance and detecting Melanoma using a new balanced skin lesion image dataset.

   Jupyter Notebook 5 3

2. Stock-Market-Index-Prediction Stock-Market-Index-Prediction Public

   This repo deals with time series prediction using LSTMs. An encoder-decoder architecture was used for this purpose. A dual-stage attention mechanism (DA-RNN) has been used in addition to it.

   Jupyter Notebook 21 3

3. Human-Face-Spoofing-Detection Human-Face-Spoofing-Detection Public

   This repo proposes a spoofing detection system using Convolutional Neural Networks (CNN). The CNN model is very light-weight, easier and faster to load and run. It is ideally designed for real-time…

   Jupyter Notebook 4 1

4. Differential-Equations-using-Machine-Learning Differential-Equations-using-Machine-Learning Public

   This repository deals with solving partial differential equations using Machine Learning.

   Jupyter Notebook 2

5. PINN-for-Poisson-Equation PINN-for-Poisson-Equation Public

   This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks

   Jupyter Notebook 7 1

6. Noise-Removal-from-Medical-Images Noise-Removal-from-Medical-Images Public

   In this repository, denoising of medical images has been performed using convolutional auto-encoder models.

   Jupyter Notebook 2