Python: Real-time Single & Multiple Custom Object Detection with Colab (GPU), Yolov3 and OpenCV

TABLE OF CONTENT

Introduction 00:01:40
What is YOLO 00:02:03
What is Google Colaboratory 00:05:01
Key steps for training custom object(s) 00:10:36
*** yolov3-tiny.cfg file for 1 Class - 00:21:00
*** yolov3-tiny.cfg file for 2 Classes - 00:21:19
*** yolov3-tiny.cfg file for 3 Classes - 00:21:29
*** yolov3.cfg file for 1 Class - 00:24:10
*** yolov3.cfg file for 2 Classes - 00:24:36
*** yolov3.cfg file for 3 Classes - 00:24:49
How to detect a custom objects 00:39:46
Custom object detection exercise
Image dataset preparation 00:41:31
Custom objects training in Colab (GPU) (2 Classes) 00:48:36
***Appendix - Custom object training (1 Class) 01:00:50
***Appendix - Custom object training (3 Classes) 01:02:16
Custom objects detection in Python 01:03:06

#python #artificial-intelligence #machine-learning #data-science #opencv