/Parking-DE

Parking Space Detection using YOLOv5

Primary LanguageJupyter Notebook

What is Parking-DE

This is a Car parking space Detection Program based on Yolov5 model with small custom data set of 200 images of different parking spaces, the program is written in Python and Jupyter Notebook, with user Friendly GUI.

The goal of this program to detect the parking spaces and detect the empty and full spaces with providing the count of each of them.

The GUI have the following:

  • Start the video input.
  • Stop the video input.
  • Start/Stop Detection.
  • Save the detected video.
  • Data ddd/mm/yyyy.
  • Time hh:mm:ss.
  • The count of Full spaces.
  • The count of Empty spaces.

GUI Main view

Ideal View

Detecting View

Graphs

P_Curve

PR_Curve

R_Curve

Confusion Matrix

Labels

Labels Correlogram

Results

training Batchs

Batch 0

Batch 1

Batch 2

Validation Batchs

Labels

Predection