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anomaly_detection_using_machine_learning

binary_class_image_classification_with_deep_learning

Image classification using deep learning applied on binary class labelled image data

bookstore

ReenzBookStore is an online Book store where users are able to buy Books using their PayPal account. Designed and Developed a C#/ Asp.net Web Forms application from ground up. ReenzBookStore is an online Book store where users are able to buy Books using their PayPal account. This application is wholly based on C #, with ADO .net chosen as the Data Access Technology. Asp.net Identity and Asp.net Membership is to manage customer login access. PayPal shopping cart is integrated into the application to help users buy the books. SQL server 2014 is Data Store technology, and Store procedures which accept multiple parameters are dedicatedly used to insert and retrieve data from Relational Database. Data Tables exhibit one to one, one to many and many to many relationships where junction tables are used to address many to many relation.

color-detection--labview

COLOR DETECTION LabVIEW is a graphical programming language widely used for Automation of large scale projects. The Vision Assistant Module is integrated to acquire and process Images for Image Processing and Computer Vision applications. This project includes creating a color template using a test image accessed from a data set and then using the template, more blobs of the same color is identified and counted. The Region of Interest is used to concentrate the processing to a much lesser area and thereby increasing the efficiency of the algorithm.

deep-insight-into-transfer-learning-and-fine-tuning-convolutional-neural-networks-for-image-classifi

hello-world

labview-project

Blob DETECTION LabVIEW is a graphical programming language widely used for Automation of large scale projects. The Vision Assistant Module is integrated to acquire and process Images for Image Processing and Computer Vision applications. A test image is accessed from a data set and then using the template, more blobs of the same shape is identified and counted. The blob Detection is performed on a collection of coins. The template of the shape is extracted using the HSI Intensity plane of the image. Then the shape detection is used as we can see the shape is circular for a coin. Morphological operation like Dilation was used for Segmentation. The morphological approach quantitatively describes operations effective for the shape of objects in an image. The count of the coins is then returned.

masters_thesis_perceptual-color-image-quality-metric

This is a MATLAB code for perceptual Image Quality Assessment metric

ml-python

python code of Machine Learning Labs

msc-ai

multi-class-multi-label

multi-class_image_classification_with_deep_learning

neural-networks-for-image-classification

nlp-python

Codes for NLP in Python 3.6

portfolio

Portfolio profile to showcase my skills and works completed

pre-trained-models-finetuning

renzhere.github.io

A trial website

scikit-learn

scikit-learn projects

waynesdvd

Wayne’sDVD is an online DVD store Designed and Developed a C#/Asp.net MVC application from ground up. The MVC pattern emphasizes on the separation of concerns policy by separating out the application into Model, View and Controllers. Entity Framework is used as the Data Access technology and EF code first development paradigm where Models are designed using classes first and Database is created on the fly from these classes. MySQL Local DB stored the Data for application and LINQ technology was used to Query the database. PayPal Sand box was used to manage the shopping cart. Bootstrap and JQuery is used at the Front End to give an aesthetic touch to the Wayne’s DVD MVC application.