Paulina Moskwa's Projects
Breast cancer classification project featuring eda, pca, t-sne analysis and several classifiaction algorithms 📊
Collection of minimalistic yet efficient (and understandable) definitions of ML/AI topics, with code examples, provided by OpenAI's ChatGPT
Setting up a C++ project: downloadable ready-to-use template
3D Pikachu modeling, synthetic data generation with Unity Perception. YOLOv8 fine-tuning exclusively on synthetic data.
Repository associated with the interactive WebApp (https://share.streamlit.io/paulinomoskwa/dl-code-generator/main.py) with the goal to autonomously generate the python code needed to build and train a neural network for image classification in Tensorflow 👩💻
Face mask classification with convolutional neural networks via Tensorflow & Keras 😷
Collection of implementations from scratch (mostly ML)
Collection of end-to-end regression problems (in-depth: linear regression, logistic regression, poisson regression) 📈
Personal webpage at https://paulinomoskwa.github.io/Hello/ 💻
Step-by-step beginners guide to use Docker 🐋
Step-by-step beginners guide to use Docker in development mode 🐋
Open source content from the Hi! PARIS Summer School 2022 👩🏫
Interactive WebApp (https://share.streamlit.io/paulinomoskwa/interactive-classifiers-comparison/main.py) for Scikit-Learn classifiers' comparison ⚖️
Infinite-Runner-Game: Kidnapping Hobi 👾 Have fun!
Collection of impactful machine learning papers (shortly explained)
First steps in ML-Agents and Unity 🤖
Hello there!
Pediatric pneumonia image classification with (strongly) imbalanced data via Pytorch 🫁
Easy-to-use collection of statistical methods and techniques, all written in R 🗂
Real-time American Sign Language (ASL) letters detection, via PyTorch, OpenCV, YOLOv5, Roboflow and LabelImg 🤟
Real-time social distancing detector and people counter for camera recordings, via PyTorch, OpenCV and YOLOv5 👥
Notes from MSc Mathematical Engineering - Statistical Learning at Politecnico di Milano 📚
Interactive WebApp (https://share.streamlit.io/paulinomoskwa/volcanic-eruptions/main.py) for volcanic eruptions visualization 🌋
Wildfire smoke detection with Faster R-CNN via Pytorch 🔥🚒🧑🚒