Francesco Gruosso's Projects
ArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.
🦎 This is a Prototype for a chatbot with dashboard for the Chamelii App, owned by Omniscient Safety Innovations Ltd, a mental health software solutions company.
Made for a friend to scrape and visualise 'A Charts' in real time to depict the data necessary to enable an aircraft operator to comply with stated ICAO limitations
A complete computer science study plan to become a software engineer.
🦠 Simple app that allows the user to track the current number of COVID cases, recovered, and deaths, in most existing countries and regions.
Just a list of datasets to make for an easier import to Google Colab
Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more
🤖 Template for a Node.js server (complete of npm module!) that sends requests to the ChatGPT API to generate responses for your chatbot.
👨🏻💻 A systematic penetration test for Cantina Lorenzo to assess network protocol vulnerabilities and the security its IT infrastructure.
🌽 Harvest Time is a Node-based web scraper that utilizes Puppeteer to get past the login page directly from the Node environment.
🪴 The HydroFlora app is designed to help you track your plants' water intake. It's as easy as taking a picture of your house plant and selecting its type along with how often it should be watered.
A model of the nonlinear system of differential equations in mathematical biology / ecology: the predator-prey relationship of a simple eco-system.
🍄 The project involves using a supervised machine learning algorithm to classify mushroom samples as edible or poisonous. The dataset used includes various features such as cap shape and odor, and the models implemented include Logistic Regression, Decision Trees, and Random Forest.
Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+
Demo for showing how to get backend data to the frontend
🦁 Personal portfolio's Server and REST API, built with Node, Express, TypeScript, MongoDB and other magic tools.
🦆 Personal portfolio frontend built with React, Redux and other technologies.
Practical Python Programming (course by @dabeaz)
Headless Chrome Node.js API
🔬 Analysis and critical comparison between alternative designs of algorithms and data structures based on efficiency and scalability concerns.
Code snapshots and materials for our "React - The Complete Guide" course (https://acad.link/reactjs)
RGU Sports Society - Website submission
Actix-Web Rust backend
Two notebooks which allow the use of VQGAN+CLIP as well as CLIP-guided diffusion for generating images from text or image prompts. Includes ESRGAN implementation for upscaling and ffmpeg for video generation.
scikit-learn: machine learning in Python
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent