Project Name

CAR DIRTINESS AND DAMAGE DETECTION WITH SPECIFICATION

Purpose

Car maintenance is really a hectic task when it comes to waiting for longer duration hence we can automate this task by recommending users based on their car condition

Requirements

• Tensorflow
• Flask
• PIL
• matplotlib
• requests
• scipy
• torch
• pandas

How to run this code

git clone https://github.com/Mak-3/Car-Dirtiness-and-Damage-detection
cd Car-Dirtiness-and-Damage-detection
python flask_app.py
open in localhost

output

Types of output

YOLOv5 will return image if damaged with bounding boxes namely of 4 possibilities

• Scratch
• Glass broken
• Deformation
• Broken

VGG16 will return output in String format in the cmd as either "messy" or "clean"