Aryan Jain's Projects
Used NEAT or neural evolution algorithm in order to train machine to play a simple game called Flappy Bird. I took help of a lot of videos available on youtube and read many articles on genetic algorithms, links to all resources are provided below.
YSDA course in Natural Language Processing
A complete offline application built using python libraries that uses neural network in order to predict the digit drawn over screen.
I am currently revising advance C++ concepts just to understand the language better. So I thought of creating this repo!
I have created this repository in order to practice pygame module tat can be very useful in future projects.
Basic React Projects to Practice React --- (Different Branches have different projects).
A beginner's project on RNN, learnt and used LSTM and simpleRNN.
Trained a model to write like Shakespeare, using LSTM.
Using LSTM, I trained a model to predict upcoming sin values
An interesting app that displays images of people generated by AI. The app simply uses images produced at "https://www.thispersondoesnotexist.com/image" and displays it on screen.
Super Resolution using EDSR. Enhanced Deep Residual Networks for Single Image Super-Resolution (EDSR) model trained to convert a Low-Resolution image to a Super-Resolution image.
By using multimodal text embeddings extracted using encoders, an enhanced semantic relationship between the text input and the generated image is achieved. The GAN which begins with a crude, low-resolution image, and then improves it over multiple iterations to come up with a final image.
Notes for tkinter