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bank-note-authencation-analysis-k-nn-classifier

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.

complex

cs230-fer

cwi

State of the art complex word identification models.

deep-emotion

Facial Expression Recognition Using Attentional Convolutional Network, Pytorch implementation

extending-deep-er

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.

face_recognition

facenet-face-recognition

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

facerecognition-yolo-facenet

real time face recognition with YOLO and FaceNet

facerecognition_with_facenet_android

Face Recognition using FaceNet and Firebase MLKit on Android.

financial-analytics

Course Financial Analytics : BM49002

genetic-algorithm-to-predict-the-target-string

Predicting the target string starting from a random string of same length using the genetic algorithm.

hate-speech-and-offensive-language

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

imageprocessinglab

iris-dataset-analysis-decision-tree-classifier

IRIS Dataset is used for Exploratory Analysis and Decision Tree classifier is used to classify, experimenting with different parameters for optimization and performance analysis.

iris-dataset-analysis-using-neural-network

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-classifier

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

knn-classifier

Classification of IRIS Dataset using KNN classifier model

machine-intelligence-expertise-systems

EC60091-Machine Intelligence & Expertise Systems Course,Autumn-2019

mean_teacher_domain_adapt

repo to do domain adaptation using a mean teacher model approach

metrics-roc-and-auc

Python code to obtain metrics like receiver operating characteristics (ROC) curve and area under the curve (AUC) from scratch without using in-built functions.

multimodal-emotion-recognition

A real time Multimodal Emotion Recognition web app for text, sound and video inputs

pediatric-bone-age-assessment-from-hand-xrays

A regression model to predict boneage from hand xrays

project-3

rock_clustering_algorithm

ROCK clustering algorithm, written by python, refered Intelligent Web Algorithm

square-root-of-a-number-using-cordic

Verilog code to find square root of a number using CORDIC algorithm

vipspython

Implementation of Microsoft Vips algorithm in Python