Computer Vision Essentials in Python Programming Language 🎉

python opencv template-matching computer-vision image-processing classification image-recognition face-detection edge-detection object-detection sift-algorithm opencv-python image-filters opencv-tutorial blob-detection hog-features-extraction contour-detection opencv-python-tutorial feature-extraction-algorithm

• Updated Oct 22, 2022
• Python

Repository for the biometrics class project

biometrics skimage fingerprint-recognition matching-algorithm biometrics-systems fingerprint-spatial-characteristics feature-extraction-algorithm

• Updated Feb 14, 2018
• Jupyter Notebook

A multi-criteria decision analysis (MCDA)-based composite proxy target variable generation technique for business decision modeling that uses relevant features or independent variables conceptually related to the intended target variable.

machine-learning proxy-model predictive-modeling decision-analysis site-selection mcda topsis business-analytics model-development scoring-algorithm ml-pipeline feature-extraction-algorithm multi-criteria-decision-making business-decisions composite-indicator store-selection

• Updated Dec 3, 2022
• Jupyter Notebook

Implement a Hand Gesture Recognition System. Given an image containing a single hand, the system is supposed to classify the hand gesture into one of six digits (from 0 to 5). The system handles different lighting effects and different hand poses as much as possible. It is implemented in a complete machine learning pipeline.

image-processing edge-detection confusion-matrix canny-edge-detection hand-segmentation multiclass-svm randomizedsearchcv hsv-color-detection feature-extraction-algorithm

• Updated May 18, 2023
• Jupyter Notebook

Using Text Mining and Natural Language Processing Techniques pre- processed 50k tweets. Visualized the impact of hashtags on tweets sentiment using Seaborn. Applied machine learning models, calculated f1_scores, accordingly used the best model for sentiment prediction.

nlp text-mining machine-learning-algorithms tf-idf visualizations nltk-library feature-extraction-algorithm f1-scores

• Updated Nov 3, 2020
• Jupyter Notebook