Mike Polinowski
Developer Notebook
Development
Full-Stack Web development is the work involved in developing web services. Web development ranges from backend engineering, Web servers & Databases, Web content development, data visualization and network security.
DevOps
DevOps is a set of practices that combines software development (Dev) and IT operations (Ops). It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
ML, AI and Computer Vision
MLOps (or AIOps) workflows use DevOps principles to provide ML model prediction services based on the collected data - e.g. object detection, classification and segmentation in computer vision applications.
Audio Classification with Computer Vision
Computer Vision Annotation Tool (CVAT)
Training an YOLOv8 Object Tracker for RGB/Thermal Cameras
PyTorch Image Classifier with YOLOv8 - Model Comparison
Tensorflow Image Classifier - Model Comparison
AutoML with AutoGluon
(Re) Introduction to Tensorflow Natural Language Processing 2023
Home Assistant, OpenHAB, Node-RED, ioBroker, MotionEye, ZoneMinder, Frigate, iSpy Agent, Kerberos Containerized (Docker)
Dimensionality Reduction in Data Pre-processing
Tensorflow 2 - An (Re)Introduction 2023
Keras for Tensorflow - An (Re)Introduction 2023
Introduction into MeiLi Search
MLflow 2.1 Introduction
Apache Airflow Introduction
Python Ray Basic Concepts
YOLOv7 Custom Data & Label Conversion
Deep Convolutional Generative Adversarial Network
Breast Histopathology Image Segmentation
Kubernetes Beyond the Edge