Akshat Surolia's repositories
Clinical-ICD10-Code-Prediction
This repository includes API to get ICD-10 codes from descriptions. The Model is a transformer based on BERT. The embeddings are being finetuned based on the following paper: https://arxiv.org/abs/1904.03323 .
3D-Photography-with-Image-Inpainting-and-Depth-Estimation
Sensing Depth from 2D Images and Inpainting Background behind the Foreground objects to create 3D Photos with Parallax Animation.
Diverse-Facial-Edit
Diverse Facial Edit with StyleGAN, StyleGAN2, StyleClip with ViT, and Other Features like Background Removal and Face Swap
Image-Enhancement-and-Super-Resolution
Image Enhancement, Contrast, Illumination, Saturation Adjustment and Noise Reduction and Upscaling with GANs.
Digitalizing-Prescription-Image
PIRDS - Prescription Image Recognition and Digitalizing System is a OCR make with Tensorflow that digitalises images of Prescription of Handwritten Texts by Doctors.
Real-Time-Call-Transcription-and-Sentimental-Analysis
Real Time Call Transcription and Sentimental Analysis, Call Initiates with Twilio, Streams in MuLAW, Preprocessed and converted into .wav, Transcribed with Wav2Vec2.0 and Analysing sentiment with BERT.
Maze-Runner
Maze Runner is based on Travelling Salesman Problem, to minimize the travelling cost to find the best possible solution. The user input maze image of m x n dimension which is converted to a graph, extracting the nodes and making connections which is used to traverse the maze via different algorithms. So, the user can compare different algorithms to get the most efficient path, while generating nodes in a graph. The maze can be a source to find the shortest easy path, from the multiple path that leads to the solution.
Recommendation-System-with-Personality-Evaluation-and-User-Embeddings
This repository contains recommendation system for dating apps based on personality evaluation by automatic question generation and sentiment + zero shot classification and user embeddings based on swipe history, made with FastAPI, validated by Pydantic Models
Audio-Classification
Classifying Music Genre with Urban Sound Dataset, Preprocessing with Librosa and Torch audio, Model made in Tensorflow and PyTorch
FaceMask-Classification-Models
This repository holds the downstream task of Face Mask Classification performed on Self Currated Custom Dataset with various State of the Art deep learning models like ViT, BeIT, DeIT, LeViT, ConvNeXt, VGG16, EfficientNetV2, RegNet and MobileNetV3.
Personal-Voice-Assistant
Personalized voice assistant 'Alice' with Language classification, Speech Recognition, Machine Translation, Restoring Punctuation, Conversational and Speech Synthesis.
Portfolio-Frontend
My Portfolio Frontend made with React designed with Material UI, supported by backend made with FastAPI, Deployed on Netlify.
Ace-Tech
AceTech is a chat bot used as web extension to serve tech and programming queries with concise answers up to 100 words and video/articles cards. It is implemented in Python and Dialogflow with real time web scraping and applying NLP techniques for query based extractive summarization, deployed in Heroku using Flask API.
Ooze-Handwritten-Text-Generator
This is an TensorFlow Implementation of Ooze - Handwritten Text Generator by Akshat Surolia, This is an Image to Image translation approach to generate realistic hand written sentences by taking text as an input.
Face-Mask-Detection
Face Mask Detection API powered by FastAPI, RetinaFace Detector and Res10.
instaaccanalytics
Instagram Analytics to check followers/ Unfollowers, Download Media etc.
Miscellaneous-Java-Projects
Advance Calculator with gradient flowing GUI and Advance Notepad
Portfolio-Backend
My Portfolio Backend made with FastAPI with custom validation by Pydantic Models, supported by frontend made with React, Deployed on Heroku.
Portfolio-Blog-with-Next-JS
Blog for my Portfolio made with Next JS, GraphQL and TailwindCSS
PyTorch-Models
This repository contains PyTorch implementation of various architectures and some helper functions for data augmentation, custom dataset building etc...
Recommendation-System-based-on-Artist-and-Music-Embeddings
Recommendation System based on Artist and Music Embeddings