Akshay's repositories
neuralBlack
A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework
pe_malware_prediction
To predict portable executable malware using Neural Networks with Tensorflow
image-super-resolution
Photo-Realistic single image super-resolution using Generative Adversarial Network (SRGAN) implemented using PyTorch.
style-transfer
Simple Style Transfer using PyTorch
museum-sentiment-analysis-BERT
A simple sentiment analysis based text classification using Google BERT for museum tweets with HuggingFace Transformers and PyTorch.
naive_article_spinner
Simple article spinner using Python & NLP techniques
third-eye-ids
Third Eye is a Hybrid Intrusion Detection System that uses Deep Learning
deep-dream
Dream with Neural Networks - An implementation of Deep Dream using Tensorflow.
github-copilot-demo
A test and demo repository for GitHub copilot preview
aksh-ai.github.io
Portfolio Website
data-structures-using-python
Data structures basics and exercises using Python
dl-tutorial
Materials, code and scripts related to my workshops, tutorials & E-Live streams on Deep Learning using Pytorch
GAN_for_digits
Generative Adversarial Network (GAN) to generate photo-realistic handwritten digits using Neural Networks
HDC-from-scratch
A Handwritten digits classifier from scratch using Python.
object-tracking
Object Tracking with OpenCV in C++
object_detection
This repository is for my online webinar series on 'Demystifying Computer Vision' where I teach CNNs and other basics/prerequisites, Image Classification, and Object Detection/Segmentation using Pytorch and Torchvision.
simple_autoencoder
A simple autoencoder using Tensorflow
skull-stripping-and-ica
Skull Stripping for T1 weighted MRI using Residual UNET 3D and Canonical ICA of rs-fMRI images
tensorflow2-examples
This repository contains example scripts, modules, and programs implemented using Tensorflow 2's low level API
torch-connectome
A PyTorch based library that contains Transforms, Datasets, Models, and other components specific to building ML pipelines for Brain Connectomics
variational_autoencoder
A simple Variational Autoencoder using Neural Networks with Tensorflow