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Antonio Cozzolino's Projects

automotive-vehicles-engine-health icon automotive-vehicles-engine-health

Analyzing a Dataset on Automotive Engine Health for Predictive Maintenance and model build. Overall, engine health classification is a crucial component of modern automotive systems, promoting safety, efficiency, and cost-effectiveness in vehicle maintenance and operation.ing

brexit-tweets icon brexit-tweets

Brexit tweets classification involves using natural language processing (NLP) and machine learning techniques to categorize tweets related to Brexit into different classes or sentiment categories. This classification helps analyze public opinion, track sentiment trends, and understand the discourse surrounding Brexit on social media.

city_audio_classification icon city_audio_classification

City audio classification is the process of automatically categorizing sounds and noises recorded in urban environments. City audio classification is a valuable tool for urban planners, policymakers, and r

face-detection icon face-detection

This is a fundamental computer vision task that involves locating and identifying human faces within images or video. It serves as the first step in many applications, such as facial recognition and object tracking. What it does: Face detection algorithms analyze visual data to locate and outline the positions of faces present in an image or video

fruit_image_classification icon fruit_image_classification

This project is an image classification of fruit picture. This task is solved using some Jupyter Notebook, one for algorithm type. The algorithms used are AdaBoost, KNN, LeNet and SVM.

keywordextractor icon keywordextractor

What Is Keyword Extraction? Keyword extraction (also known as keyword detection or keyword analysis) is a text analysis technique that automatically extracts the most used and most important words and expressions from a text.

meat-freshness icon meat-freshness

Meat freshness classification is a process of assessing the quality and safety of meat products based on their freshness. Classifying meat freshness is crucial for ensuring food safety and quality for consumers. It helps prevent foodborne illnesses and ensures consumers receive products that meet their expectations in terms of taste and texture.

news-classification icon news-classification

Fake and real news classification. Building an NLP pipeline for news classification. News classification plays a pivotal role in content curation, personalization, and efficient news dissemination in today's digital media landscape. It helps users access relevant information quickly and enables media organizations to manage news effectily

phishing-email-detection icon phishing-email-detection

Phishing email detection is the process of identifying and flagging potentially malicious emails that aim to deceive recipients into revealing sensitive information or taking harmful actions. Advanced email security solutions employ automated algorithms to rapidly identify phishing emails, reducing the risk of successful attacks.

seaoffiles icon seaoffiles

SeaOfFiles allows the user to download one or more files from one of the connected storage hosts. To download the file, simply enter the name of the file and, if necessary, choose the host from which to download it. SeaOfFiles was developed using Python, Flask and Microsoft Azure.

wildfire_prediction icon wildfire_prediction

Wildfire prediction involves using various techniques, data, and models to anticipate the occurrence, behavior, and spread of wildfires.Wildfire prediction plays a crucial role in protecting lives, property, and ecosystems by enabling proactive measures and effective responses to these natural disasters.

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