AditiBagora's repositories
DynamicGestureRecognition
The project take video that contains one hand moving gesture and by using Image Processing(Python opencv) and an alogirthm calculates code bit i.e. state of each finger if it is open(1) closed(0) or half open(0.5) calculates the direction of movement of the object of interest i.e. hand and maps it a corresponding word that is defined in a small static dictionary in the program. Sample video is placed in Sentences folder.
Hasoc2021CodeMix
HASOC2021: Subtask 2 a) Codemix Challenge; Contains baselines and hierarchical approach that extracts the relevant context useful for classification of hostile tweets on English-Hindi code-mix data obtained from twitter.
CleaningPre-Processing
Cleaning and pre-processing of Kaggle datasets
ClosestPointsProblem
Program that solves closest point problem with O(NlogN) complexity
DecisionTree
Implementation of Decision Tree for classification
HackerRankJavaScriptBinaryCalculator
Simple binary calculator written in javascript
HTTPFileDownloader
A program that creates a TCP connection takes urls as input and download the objects returned
LogisticRegression
Implementation of logistic regression
Miller_Rabin_Test
Probabilistic approach to primality testing
RandomForest
Implementation of Random Forest with OOB scores
SignificantSentencesExtractor
The project uses a single a document as input(.txt) and a compresion ratio as input and generate a files that picks up significant sentences in that order from the document. It uses natural language processing stanford POS tagger and an algoritm that on the basis of similarity and distinctiveness calculates rank of each sentence and based on the compression ratio picks up that amount of sentences.
StaticGestureRecognition
The project takes an image that contains one hand static gesture and by using Image Processing(Python opencv) and an alogirthm calculates code bit i.e. state of each finger if it is open(1) closed(0) or half open(0.5) and maps it a corresponding word that is defined in a small static dictionary in the program. it uses the text to speech module to convert the word into speech. Sample images are placed in Images folder.
TcpGroupChat
A simple client server group chat program using TCP connection cpp and socket programming