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augmented-reality-cpp

Augmented Reality system for real-time rendering of 3D objects in video feed with marker detection and camera calibration in C++

autonomous-driving

class-activation-map-cam-and-grad-cam

Class Activation Map (CAM and Grad-CAM) Analysis of fine-tuned CNNs with transfer learning for Pokemon classification task to understand the features learned by deep CNN

data-wrangling-analytics-with-r

Repository for FDA course of MSDAE

delivery_optimization_tsp_reinforcement_learning

Implemented Q-Learning and SARSA Reinforcement Learning agents for a 500-stop delivery optimization

gan-anime

heart_disease_prediction

Classification models for predicting heart disease using Kaggle dataset

machine-learning-tasks

Projects with regression, clustering, EDA, association rule mining for various datasets

matchhandwrittendocuments

Generates similarity score between 0 and 1 for given handwritten documents using simple convolutional neural networks.

meal_prep_delivery_database

DBMS project using SQL Server to maintain a recipe and grocery store ingredients availability database, along with delivery partner details to deliver on-demand ingredients to users of a meal prep and cooking app

news-article-text-summarizer-transformer

Extractive and Abstractive text summarization of news articles with T5 (Text-To-Text Transfer Transformer) and text ranking algorithms

nlp

Repository for NLP tasks with Word2vec, Glove, Fasttext embeddings, RNN, LSTM, BiLSTM, Attention using NLTK, Gensim, Keras, Huggingface

opencv-python-beginner-tutorial-notebook

A beginner tutorial notebook on opencv python.

r-shiny-dashboard-for-world-statistics

R Shiny Dashboard that provides a global snapshot of social, economic, environmental world indicators, statistics and issues, with animated and interactive Plotly/ggplot charts.

spotify-mood-playlist-with-clustering

Mood playlist generation related to input song using clustering on music attributes of songs, Streamlit and Docker

sql-server-adventure-works

Basic to Complex SQL Server queries with Adventure Works database including window functions, triggers, string manipulation, user-defined functions, CTE, recursive CTE, DML and DDL

taxi-service

A mini taxi service application.

yelp-restaurant-recommendation-system