Thota Sri Lakshmi's Projects
k-NN classifier to classify whether the bank note deposited by the customer is genuine or forged. Also to analyse and compare the accuracy of the classifier built with sklearn KNeighborsClassifier by varying the value of k.
State of the art complex word identification models.
Facial Expression Recognition Using Attentional Convolutional Network, Pytorch implementation
This project focuses on DeepER, a deep learning framework for entity resolution (record deduplication). It examines how DeepER performs on benchmark datasets under a variety of conditions and also tests a number of extensions designed to improve DeepER's accuracy.
A face recognition demo performed by feeding images of faces recorded by a webcam into a trained FaceNet network to determine the identity of the face
real time face recognition with YOLO and FaceNet
Face Recognition using FaceNet and Firebase MLKit on Android.
Course Financial Analytics : BM49002
Predicting the target string starting from a random string of same length using the genetic algorithm.
Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017
IRIS Dataset is used for Exploratory Analysis and Decision Tree classifier is used to classify, experimenting with different parameters for optimization and performance analysis.
Neural Network with functions for forward propagation, error calculation and back propagation is built from scratch and is used to analyse the IRIS dataset.
K-means Clustering algorithm is used to classify,experimenting with different values of K to find the elbow point in the plot error vs K
Classification of IRIS Dataset using KNN classifier model
EC60091-Machine Intelligence & Expertise Systems Course,Autumn-2019
repo to do domain adaptation using a mean teacher model approach
Python code to obtain metrics like receiver operating characteristics (ROC) curve and area under the curve (AUC) from scratch without using in-built functions.
A real time Multimodal Emotion Recognition web app for text, sound and video inputs
A regression model to predict boneage from hand xrays
ROCK clustering algorithm, written by python, refered Intelligent Web Algorithm
Verilog code to find square root of a number using CORDIC algorithm
Implementation of Microsoft Vips algorithm in Python