Anuj Rana's Projects
Adversarial attack on MNIST using FGSM.
Implementing AutoEncoders.
A simple chatbot for a coffee shop.
Variuos CNN state of the art acrhitectures in Pytorch
Detecting COVID-19 by cough sounds
Codes for data science
Data Structures and Algorithms
Empty Shelf detection in supermarket and send details
Recognize face expressions through webcam.
Implementations of GAN.
Practice Pytorch.
Lets you separate pictures person wise
Deploy a mnist digit recognition by pytorch on Heroku.
Image classification using EfficientNet model with SAM optimization.
Building linear regression from scratch.
Hands-on Machine Learning using Scikit-learn with tutorials.
Piano music generation using PixelCNN
Neural Style Transfer runs on Google Colab with power of GPU and have a shareable web page.
Natural Language Processing
NLP in Pytorch
Object detection using mask-rcnn
Object Tracking using YOLOv4 and Deep SORT.
Clear concepts of OOP in Python.
Probability in Python
Machine learning from scratch.
Implementation of Basic Neural Networks, Deep Learning algorithms, and architectures using Numpy.
Pytorch codes
Training logger for pytorch to see progress.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent