Pysource Courses

Increase OpenCV Speed by 2x with Python and Multithreading - Tutorial

Enhance OpenCV performance using Python and multithreading for faster video processing. Step-by-step guide to double processing speed in computer vision applications.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Building a Visual Inspection System for Defect Detection with Python

Learn to create a Python-based visual inspection system that automatically detects and identifies surface defects using AI and computer vision techniques.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Object Detection with Python - A Beginner's Guide to Computer Vision

Learn to build an AI-powered object detection system using Python, OpenCV, and YOLO, covering essential tools, dataset preparation, and model training techniques.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Generate Realistic Images on Your PC with FLUX.1 - Step-by-Step Guide

Learn to generate realistic images using FLUX.1 AI on your PC with this step-by-step guide. Master advanced image creation techniques and explore the potential of AI-powered visual content generation.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Track Any Object with Python and OpenCV

Discover how to implement object tracking using Python and OpenCV, enabling you to follow any object's movement in video streams.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Build a Real-Time Multi-Camera Tracking System with Python

Master building a scalable real-time multi-camera object detection and tracking system using YOLO and multiprocessing on a single desktop machine.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Build an Accurate Vision Inspection System with Python

Master building high-accuracy PCB defect detection systems using Python and deep learning techniques, perfect for electronics manufacturing automation even with limited data.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

How to Track Trajectory of Any Object - Real-Time Movement Analysis

Master real-time object trajectory tracking using Python and OpenCV with YOLO detection, multi-object tracking, and dynamic visualization for traffic analysis and surveillance projects.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Building a Real Defect Detection System - First Working Prototype - Episode 3

Discover how to build a fully functional defect detection system from camera feed to real-time classification, creating an end-to-end AI vision prototype for manufacturing quality control.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Object Tracking and Database Logging - From Demo to Deployable AI System

Learn to transform computer vision demos into production-ready systems with object detection, tracking, zone logic, and database integration for real-world deployment.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Computer Vision with Keras

Master computer vision fundamentals using Keras and OpenCV through hands-on model building, from basic layers to implementing VGG16 architecture for image classification.

• YouTube
• 3 hours 5 minutes
• Self-Paced
• Free Video

Neural Networks from Scratch with Python and OpenCV

Master neural network fundamentals by building image classifiers from scratch using Python and OpenCV, covering neurons, training, datasets, and backpropagation.

• YouTube
• 3 hours 45 minutes
• Self-Paced
• Free Video

Building an AI Vision System for Manufacturing - Episode 1

Dive into building a real AI vision system for manufacturing from concept to production, detecting speed with under 5% error using camera feeds.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

No Dataset Exists - What Now? AI Vision for Manufacturing - Episode 2

Discover how to build AI vision systems for manufacturing when datasets don't exist, covering project setup, roadmap planning, and custom dataset creation strategies.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Building an Industrial AI Vision System - User Interface Implementation - Episode 2

Dive into building InspektLine's user interface for real-world industrial AI vision systems used in factory visual inspection with live Q&A.

• YouTube
• 1 hour 59 minutes
• Self-Paced
• Free Video