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Izzat Fahmi Alasadi's Projects

bicycle_prediction icon bicycle_prediction

<p>build a machine learning model to predict how many people cycle over Nyg ̊ardsbroen at a given time. The system takes as its input the current date and time and current or past weather, and will output the predicted number of cycles.

cryptoanalysis icon cryptoanalysis

Python script that analyzes the cryptocurrency market using the CoinMarketCap and TradingView APIs.

handwritten_digit_recognizer icon handwritten_digit_recognizer

Python script that implements a handwritten digit recognizer using a convolutional neural network (CNN) model. It accomplishes several tasks, including loading and preprocessing data, building and training the neural network, evaluating its performance, and using it to predict digits in an input image.

reviews_scraper icon reviews_scraper

The script defines a spider that can crawl theverge.com and extract review information from the pages that match a specific regular expression pattern.

signrecognizer icon signrecognizer

Python script implements a sign language recognition system using a combination of computer vision, machine learning, and natural language processing techniques. The system is designed to recognize signs captured through video frames, translate them into text, and suggest related words using a language model.

tweets_collector icon tweets_collector

Python script that uses Selenium and the Chrome browser to visit Twitter pages and collect tweets for randomly selected hashtags.

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