Pysource Courses

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

Building a Real Industrial AI Inspection System - Episode 4

Master building InspektLine, a real industrial AI vision system for factory visual inspection with live Q&A and practical implementation techniques.

• YouTube
• 1 hour 48 minutes
• Self-Paced
• Free Video

Building an Industrial AI Vision System - Dataset Creation - Episode 3

Dive into building InspektLine, an industrial AI vision system for factory visual inspection, focusing on dataset creation for real-world applications.

• YouTube
• 1 hour 50 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

Autonomous Defect Recognition from Scratch with Python

Master computer vision techniques for autonomous defect recognition using Python, from fundamental concepts to implementing practical detection systems for quality control applications.

• YouTube
• 23 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

Speed Up YOLO Object Detection by 4x with Python - Here Is How

Discover how to optimize YOLO object detection performance by 4x using Python techniques for real-time applications with multiple cameras.

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

Detecting Small Objects with High Accuracy Using Python

Master advanced techniques for detecting small objects with enhanced precision using Python and computer vision algorithms, focusing on practical implementation and accuracy optimization.

• YouTube
• 22 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

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

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

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

Perfect PC for AI, Object Detection and LLMs - Complete Guide

Learn how to build the optimal PC setup for AI development, focusing on computer vision, object detection, and large language model implementation.

• YouTube
• 23 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