Pysource Courses

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 - 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

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 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 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

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

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

Estimate the Speed of Any Object with Python and OpenCV

Master computer vision techniques to accurately estimate object speed using Python and OpenCV with less than 5% error from camera feeds for smart cities and surveillance applications.

• YouTube
• 18 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

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

Train Mask R-CNN for Image Segmentation

Learn to train and implement Mask R-CNN for image segmentation using free online GPU resources. Covers dataset preparation, model training, and practical application for object detection and segmentation.

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

How to Build a PC for Deep Learning - On a Budget

Learn to build a budget-friendly PC for deep learning, covering essential components like CPU, GPU, and RAM. Gain insights on selecting hardware based on your specific needs and financial constraints.

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