Antika Roy's repositories
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.
Antika-Roy
Antika Roy Portfolio
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
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.
U.S.-Patent-Phrase
U.S. Patent Phrase to Phrase Matching
UpsideDownDetector
Training the model with ResNet18 to detect if images are upside down