falling-load-zone

A project to detect weather or not a person is under suspended load

This project is implemented for my 3D ComputerVision class.

Introduction

Suspended loads carried by heavy vehicle can potentially fall and cause severe injuries to the workers. Therefore, no one should walk under a suspended load. To ensure this, I implemented a pipeline to check wether or not some one is under a suspended load.

The Pipeline

TODO

Installation

1. install the requirements using pip install -r requiremnts.txt
2. Download both yolov8n-seg.pt and depth_anything_v2_vits and put them in checkpoints folder.
3. Run the code.

Results

All of the results can be seen in assets/outputs.

Example of a risky position:

Output of the pipeline:

Example of a safe position:

Output of the pipeline:

Future Works

TODO