DEFECTVISION AI

Our Project uses Yolo Models to detect car defects like Dents and Scratches.

DefectVision AI does defect detection on

• Image Input
• Video Input
• Live Camera Feed

Setup and Installation with Conda

Prerequisites

• Conda (recommended) or Python >= 3.10

Step 1: Clone the Repository

git clone https://https://github.com/KaustubhGhale/Tata_Innovent_2024
cd Tata_Innovent_2024

Step 2: Create and Activate the Conda Environment

conda create --name yourenvname python=3.10
conda activate yourenvname

You can rename the conda env name as per your liking

Step 3: Install Dependencies

Use the requirements.txt file to install necessary packages:

pip install -r requirements.txt

Usage

1. Start the App:

   flask run

2. Detect Defects:

   • You can navigate to Image, Video and Live Inference pages by clicking on the Inference button.

Acknowledgments

This Project has been developed under TATA INNOVENT 2024 Hackathon, by Team HaxS. All rights reserved by TATA Technologies.