Eshaan Kirpal's repositories
iot-analytics
Machine Learning Projects on IOT sensor data
shortest-distance-between-pixels
A collection of interesting projects I did in the Image processing domain.
image-classification-algorithms
Classifying images using Decision Trees, Random Forests, Naive Bayes, Logistic Regression, MLP, and CNNs.
sift-feature-detector
Scale Invariant Laplacian Blob Detector for key point detection in images
AI-for-Robotics
Bayesian Filtering and Path Planning algos for robot navigation
Anomaly_Detection
Unsupervised Anomaly Detection Algorithms
economy-analysis-toolkit
This repo contains code for studying world's economies
Human-Behavior-Recognition
Body rocking behavior recognition using Deep Learning approaches
Kaggle-Workshop
"Getting Started with Kaggle Competitions" workshop documents.
moon-landing-agent-using-RL
Developed a moon landing simulator environment and trained a reinforcement learning agent to land on moon.
Pneumonia-Classification-and-Detection
Analyzing chest X-rays using Deep Learning for Pneumonia cases
Robotics-Perception
Projects on Projective Geometry and Stereo Correspondence
dash-sample-apps
Apps hosted in the Dash Gallery
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
face-image-classfication
Binary Classifying of images into faces/non-faces using Convolution Neural Networks.
generating-images-using-variational-autoencoders
Learning a continuous latent space representation from the dataset and generating realistic images from that latent space.
graph-based-searching-algorithms
Implementation of various searching algorithms using graphs as data structures
hackerrank-30-days-of-Cpp
Using HackerRank's challenge to learn C++.
image-convolution-from-scratch
Implementation of image convolution operations using basic Python
image-retrieval-using-autoencoders
Denoising corrupted images using Autoencoder
language-modeling-using-rnn
Character and word level language models using LSTM
ml_framework
Machine Learning Framework
opencv-machine-learning
M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.
Pneumonia-Classification
Using Computer Vision and Deep Learning to detect pneumonia
sentiment-analysis-using-lexicon-based-and-ml-methods
A supervised lexicon-based approach to extracting sentiments from tweets.
streamlit-fbprophet-forecasting
Web app for forecasting using FBprophet deployed on heroku
Website-blocker-python
A simple website blocker project implemented in Python, It can be used to block certain websites during working time to reduce distraction thus improving productivity