catching-eggs-virtual-game

openCV, python

Idea

object detection (in our case 'banana') in real time using webcam

Versions

catching_eggs_01.py

• object detection using YOLO method
• need to download model configuration file and weights from https://pjreddie.com/darknet/yolo/
  (yolov3-320.cfg, yolov3-320.weights or yolov3-tiny.cfg, yolov3-tiny.cfg)

catching_eggs_02.py

• object detection using custom cascade classifier
• cascade classifier has been trained using Cascade-Trainer-GUI https://amin-ahmadi.com/cascade-trainer-gui/

catching_eggs_03.py

• object detection using color detection

Files

catching_eggs_library.py

• functions used in main files

three versions of haarcascade classifier:
haarcascade / haarcascade_banana_01.xml
haarcascade / haarcascade_banana_02.xml
haarcascade / haarcascade_banana_03.xml