Pinned Repositories
A-Comparative-Analysis-of-SVM-KNN-and-RandomForest-on-offline-Handwriting-Recognition
Chibueze
EDA-Titanic-survival-prediction-using-RandomForestClassifier
A project that predicts whether a passenger survived the Titanic accident or not.
Effect-of-PCA-on-model-performace
A simple project to illustrate the effect of PCA (pricipal component analysis) on the accuracy score. In this project, we are going to do the following: 1. Load our dataset `heart.csv` data 2. Perform outlier detection and removal on some data features using zcore greater than -3 or less than 3. 3. Standardized our data 4. Building our machine learning model by comparing three different models (SVM, RandomForest, and Logistic Regression) on the same dataset. 5. Now, we apply Dimensionality reduction technique using pca to see how it affect model's performance.
Facial-Recognition-Door-Unlocking
A Face Recognition System is a system which automatically identifies and/or verifies the identity of a person from digital images or a video frame from a video source. The basic flow of the face recognition system is the image is captured by camera. The API detects the face and extracts its features. After the extraction, system matches the captured images with data base images. In the decision box the result of the matching is decide which is face match or the no face match. After that if the face matches then the door is unlocked else it is kept closed. On being successful, with further optimizations and improvements, the system may be implemented in real time systems requiring user authentication such as attendance systems, ATM security, Network security, In Bank locker, Home automation.
Fake_News_Detection
A project that detects whether a news is fake or not. All thanks to Python and NLTK.
Flask_OCR
In this project, we deployed the google tesseract ocr model to flask web framework.
Planet_study
An artificial intelligence algorithms to label satellite image chips with different atmospheric conditions and the different classes of land cover/land use. For this Multi-class Multi-Label problem, some of the labels are from the following categories: Cloud Cover (clear, partly, cloudy, haze), Primary RainForest, Water (rivers, lakes), Habitation (large city, small homes), Agriculture, Roads etc. The algorithms from this project will enable us to understand where, how and why deforestation happens.
pytesseract
A Python wrapper for Google Tesseract
water-quality-prediction-using-ANN
In the project, we first carried out a comparative analysis of ANN and Random forest ensemble classifier. Finally, the ANN model was deployed using Fastapi endpoint as it performs better than the Random forest classifier.
JudsonMorgan's Repositories
JudsonMorgan/Flask_OCR
In this project, we deployed the google tesseract ocr model to flask web framework.
JudsonMorgan/water-quality-prediction-using-ANN
In the project, we first carried out a comparative analysis of ANN and Random forest ensemble classifier. Finally, the ANN model was deployed using Fastapi endpoint as it performs better than the Random forest classifier.
JudsonMorgan/Effect-of-PCA-on-model-performace
A simple project to illustrate the effect of PCA (pricipal component analysis) on the accuracy score. In this project, we are going to do the following: 1. Load our dataset `heart.csv` data 2. Perform outlier detection and removal on some data features using zcore greater than -3 or less than 3. 3. Standardized our data 4. Building our machine learning model by comparing three different models (SVM, RandomForest, and Logistic Regression) on the same dataset. 5. Now, we apply Dimensionality reduction technique using pca to see how it affect model's performance.
JudsonMorgan/Fake_News_Detection
A project that detects whether a news is fake or not. All thanks to Python and NLTK.
JudsonMorgan/House_Price_prediction-Advanced-dataset-
JudsonMorgan/ivy
The Unified Machine Learning Framework
JudsonMorgan/ML_Best_estimator
A few lines of code that could help Machine Learning engineers, select the best machine learning model for any dataset.
JudsonMorgan/RedwineQualityPrediction
JudsonMorgan/Sms-spam-API
JudsonMorgan/AJAX-Movie-Recommendation-System-with-Sentiment-Analysis
Content-Based Recommender System recommends movies similar to the movie user likes and analyses the sentiments on the reviews given by the user for that movie.
JudsonMorgan/AR-Filters-using-Mediapipe-deployed-with-fastapi
AR-filters-using-
JudsonMorgan/Breast-cancer-prediction
JudsonMorgan/Breast-Cancer-Predictor
A Flask based web application to predict breast cancer.
JudsonMorgan/Customer-chun_FastAPI_Project
JudsonMorgan/Emotion-detection
Real-time Facial Emotion Detection using deep learning
JudsonMorgan/Honeypot_Project
readMe.
JudsonMorgan/JudsonMorgan
my personal repository
JudsonMorgan/Life-Expectancy
JudsonMorgan/Loan-Defaulters
JudsonMorgan/Loan_prediction_ANN
JudsonMorgan/LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
JudsonMorgan/Monthly-beer-production
JudsonMorgan/Nigerian-Price-Watch
JudsonMorgan/Ocr-fastAPI
JudsonMorgan/Python-for-Data-Analyst
JudsonMorgan/seaborn
Statistical data visualization in Python
JudsonMorgan/Tesla-Stocks-Forecasting
JudsonMorgan/Time-series
JudsonMorgan/Time-Series-With-Python
JudsonMorgan/Timeseries
Timeseries for everyone