Pinned Repositories
3D-BBox-Estimation
3D bounding box estimation from 3D properties of object and restrictions of corresponding 2D bounding boxes
Artificial-Intelligence
deep-neural-networks
Neural net from scratch with backpropagation
diabetes-patient-readmission-prediction
Predicting if a diabetic patient will be readmitted within a month
FCN8-VGG16Backbone
Image segmentation on a subset of CamVid dataset using VGG-16 Feature Extractor followed by FCN-8 decoder
house-price-prediction
Predicting House prices in Ames using bagging and boosting ML algorithms with feature elimination
image-mosiacing
Finds corner features in multiple images and aligns the images in a mosaic by estimating a homography between corresponding features
loan-delinquency-prediction
Predicts if a customer will delinquent using ML classification models
music-genre-classification
This notebook focuses on music genre classification using ML models like DNN, CNN and decision tree
nypd-motor-vehicle-collision
Performed Data Analysis of NYPD motor vehicle collisions data from 2012-Present
LucienCastle's Repositories
LucienCastle/image-mosiacing
Finds corner features in multiple images and aligns the images in a mosaic by estimating a homography between corresponding features
LucienCastle/music-genre-classification
This notebook focuses on music genre classification using ML models like DNN, CNN and decision tree
LucienCastle/motion-detection-using-image-filtering
Detects motion in image sequences captured with a stationary camera where most of the pixels belong to a stationary background and relatively small moving objects pass in front of the camera
LucienCastle/3D-BBox-Estimation
3D bounding box estimation from 3D properties of object and restrictions of corresponding 2D bounding boxes
LucienCastle/Artificial-Intelligence
LucienCastle/deep-neural-networks
Neural net from scratch with backpropagation
LucienCastle/diabetes-patient-readmission-prediction
Predicting if a diabetic patient will be readmitted within a month
LucienCastle/FCN8-VGG16Backbone
Image segmentation on a subset of CamVid dataset using VGG-16 Feature Extractor followed by FCN-8 decoder
LucienCastle/house-price-prediction
Predicting House prices in Ames using bagging and boosting ML algorithms with feature elimination
LucienCastle/loan-delinquency-prediction
Predicts if a customer will delinquent using ML classification models
LucienCastle/nypd-motor-vehicle-collision
Performed Data Analysis of NYPD motor vehicle collisions data from 2012-Present
LucienCastle/customer-segmentation-for-automobile-company
RFM Analysis for Automobile Company's Customers
LucienCastle/CyberSecurity
LucienCastle/DataAnalytics_MachineLearning
LucienCastle/DMW
LucienCastle/DriverAssistSystem
LucienCastle/graphic-novel-using-GenAI
LucienCastle/HighPerformanceComputing_SoftComputing
LucienCastle/LucienCastle
My personal repo
LucienCastle/Machine-Learning-Algorithms
In this repository, I have curated all the materials I used to study Machine learning Algorithms.
LucienCastle/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
LucienCastle/news-summarization-gemini
Extracting and summarizing news with Gemini API using Airflow containerized using Docker and deployed on AWS
LucienCastle/OOPL
LucienCastle/SystemProgramming