Israel Azoulay's repositories
BTC-Price-Predictor
Machine Learning and Deep learning-based time series forecasting of Bitcoin stock prices using TensorFlow
csv-to-pdf-templates
Transform your CSV data into elegant PDF templates with ease.
excel-to-pdf
An automated tool to convert Excel data into styled PDF invoices.
food-image-101-classes-classifier-computer-vision
Computer vision deep learning project classifying 101 classes of food images with 80% accuracy, built with TensorFlow. Beats the baseline accuracy of 50.76% (Food101 paper) and 77.4% (DeepFood paper).
food-image-deca-classifier-computer-vision
Computer vision deep learning project classifying 10 classes of food images with 90% accuracy, built with TensorFlow.
global-forecast-5
Streamlit-powered web app offering 5-day weather forecasts for cities across the globe.
MeteoMate
Flask & Python powered web application providing real time weather data for select cities. Features a responsive UI, Dockerized environment including tests, MongoDB logging and CI/CD via GitHub Actions for deployments on Heroku and AWS. Live on Heroku and AWS. AWS: https://www.meteomate.online/
multi-class-image-classifier-computer-vision
Classifying images of three different types of food using deep learning and computer vision techniques with PyTorch. Achieved 96+% accuracy on the test set. Deployed on Hugging Face as an interactive app.
SmartAbstractClassifier-NLP
Currently developing a Natural Language Processing model to classify sentences in abstracts, articles, and other texts into their respective roles (objective, methods, results, etc.), enabling efficient content review and research.
PropPredict
Currently developing a Machine Learning Real Estate Price Prediction Engine
station-spectrum-weather
Tailored meteorological insights via REST API – whether you're looking for a day, a year, or everything in between, for a specific station.
tour-notifier
A program to monitor and notify users of new tour events from a specified webpage.
webcam-guardian-alert
A real-time webcam monitoring system utilizing computer vision with email alert capabilities, designed for both security and activity tracking purposes.