The Spirit of Nikola Tesla's repositories
Weekend-Batch-Coding-Examples
DA ML Batch at Cetpa
License-Plate-Character-Recognition-without-using-any-OCR-service-or-Pretrained-Model
The project segments the characters on a typical license plate using image processing techniques and the opencv library. It then uses a state-of-the-art CNN architecture to perform license plate character recognition. The project neither uses any OCR service for character segmentation nor a pre-trained model like YOLO for recognition. Everything has been coded from scratch using basic scientific python library stack.
ML-Projects
Sample ML Projects
Pokemon-Classification
The project aims at using state of the art machine learning algorithms for classifying pictures of Pokemon. The pictures belong to three specific type of Pokemon (Pikachu, Butterfree, Ditto) The project also uses a neural netwok to avoid overfitting.
MNIST-Kaggle-Competition-The-Winning-Solution
The project provides a step by step guide to solving and winning the MNIST competition on Kaggle. MNIST is a famous computer vision dataset that is often cited as a "Hello World!" for Machine Learning
Banasthali-University-Machine-Learning-Workshop
Sample Datasets, Ebooks and the coding scripts created during the Machine Learning Workshop organized at Banasthali University from 05th of February to 07th of February
GBU-FDP-Machine-Learning-Models
Datasets and Scripts of the examples explained in the Faculty Development Program organized at Gautam Buddha University, Gr. Noida on 04th of January 2019
MIT-Machine-Learning-Workshop
The coding examples and e-books discussed in the 2-day machine learning workshop at MIT
Bangalore-Batch-Regression-Residency
Python Scripts, Datasets and Paint Illustrations for the Bangalore batch students. I am making this much effort for you so that when I visit Bangalore someday, you guys take me sightseeing. One more thing, don't forget to treat me with a Biryani after placement. Otherwise, in the words of Liam Neeson from Taken, "I will find you."
Gender-Based-Analysis-Identification-of-the-Predominant-Gender-in-News-Articles
The project uses gendered words to create a frequency based score of maleness and femaleness.
Hibernate-Example-with-Annotations
A simple example to demonstrate the working of the hibernate framework architecture using the Annotations and the JPA Specifications.
Inheritance-Mapping-Example-with-Hibernate
A simple example to demonstrate Inheritance Mapping using the hibernate framework.
NIELIT-Workshop
Sample Dataset and Python Scripts coded and discussed in the workshop
JSF-CRUD-with-Bootstrap-and-Oracle
An Application to perform the CRUD (Create, Read, Update, Delete) operation using the JSF (Java Server Faces) framework and Oracle Database. The designing and styling part has been handled by using the Bootstrap framework.
One-to-Many-Relationship-in-Hibernate
A simple application to demonstrate the One to Many relationship using the hibernate framework. The relationship is maintained between a list of Questions and multiple Answers associated. The Answers are represented by a separate POJO class and are marked as an entity.