antika-roy

Antika Roy Portfolio

antika-roy.github.io

cardataevaluationusingknn

Classify car safety as safe or unsafe Using k-nearest neighbors classifier on Car Evaluation Data Set

kmeansclusteringwithmnistdigitdataset

A demo of K-Means clustering on the handwritten digits data

merge_coco_files

merging coco files

nbme_score_clinical_patient_notes

studentgradeanalysis

Predicting a student's final grade using Linear Regression on Student Performance Data Set

svmonbreastcancerdataset

Applying SVM on a breast cancer data set which consists of many features describing a tumor and classifies them as either cancerous or non cancerous.

textdetectionandrecognition

This is an upgraded work of my undergrad thesis project on "Text detection from natural scene images". I have used the images(Image dataset was personally collected from the natural scene from Chittagong,Bangladesh by me) to show both text detection with the EAST method and text recognition with Tesseract 4.My image set contains natural scene text detection challenges(descrirbed below) and EAST text detector can successfully detected the bounding boxes having the text.

u.s.-patent-phrase

U.S. Patent Phrase to Phrase Matching

upsidedowndetector

Training the model with ResNet18 to detect if images are upside down

us_patent_phrase_to_phrase_matching