Saransh Mittal

Federated-Learning. Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The repository tutorial for using PySyft for distributed training of Machine Learning model.

Speech-Language-Identification-Librosa. The project is a part of my internship and the research project where I have to classify the speech audio samples in various languages spoken in India.

ivy-hacks-2020. Using Blockchain based solution to tackle CoVID vaccine distribution in India and other developing nations around the world

Microsoft-Imagine-Cup. This repository contains the project we created for Microsoft Imagine Cup 2019 and HackHarvard 2018 about our idea of Augmented Reality to Grocery Stores

Emotion-Analysis-using-Deep-Learning. This project performs emotion analysis on a statement after cleaning the data set to analyse if the emotion attached with the tweet was sad, love etc using LSTM sequence classification model

HackHarvard-2018. This repository contains the project we worked on during the HackHarvard International Hackathon 2018

face-mask-detection. Facial landmark detection is the task of detecting key landmarks on the face and tracking them (being robust to rigid and non-rigid facial deformations due to head movements and facial expressions)

Flask-Authentication-API. This project contains the Authentication API developed using Flask as the framework and Python as the programming language

Dermatologist-AI. In this mini project, I will design an algorithm that can visually diagnose melanoma, the deadliest form of skin cancer. In particular, algorithm will distinguish this malignant skin tumor from two types of benign lesions (nevi and seborrheic keratoses).

Stock-Market-Analysis-using-ANN. In this project I have tried to predict future stock prices of Edelweiss Broking Limited using simple Artificial Neural Network regression model

iOS-IEEE-Techloop-Component-Bank. IEEE-VIT Student's Chapter maintains an inventory of electric components and issue them to its Techloop members upon request through the application authorised by the admin

Elliptical-Curve-Digital-Signature-Algorithm. Backend to sign hash value using secp256k1 curve for blockchain applications using ECDSA algorithm

Benchmark. This repository contains the benchmark script I wrote to compare the performance of NVIDIA RTX 2070 GPU and Ryzen 5 1600 CPU performance in matrix multiplication operation for Deep Learning models

social-distance-detection. An AI tool to prevent spreading of coronavirus (COVID-19) by using computer vision on video surveillance.

Lexie. Lexie was an ML project create for IEEE-VIT Enigma 2018 for people to interact with the bot and find how close they are to the answers

searchable-encryption. Python

110100. Python

Transfer-Learning-Dog-Breed-Classifier. Given an image of a dog, algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

CIFAR-Image-Classification. This project was to create a model that can classify and predict the object in the image from the open source dataset CIFAR 10. The dataset is divided into five training batches and one test batch, each with 10000 images.

Deep-Convolutional-Generative-Adversarial-Network-DCGAN. Using convolution layers to create a generator discriminator GAN architecture to generate images using Google Street View House Number (SVHN) dataset

Face-Recognition-using-SVM. Python script to recognise human faces using openCV framework and differentiate between human faces