SAFENETY TESIS Computer Vision Project

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Classes (41)
AMARRE
ANDAMIO
CEMENTO
COLUMN
Chaleco de seguridad
DESNIVEL
ESCALERAS
Excavator Gloves Helmet Ladder
MADERA
Mask
NO-Hardhat
NO-Mask
NO-Safety Vest
NO-casco
PAD
POSTE DE MADERA
PRECAUCION
PUERTA
Person
Persona
SOLVENTE
SUV
Safety Cone
Safety Vest Shoes
bare-arms
fire hydrant
machinery
materials
mini-van
person trailer truck
truck and trailer
undefined
van vehicle
wheel loader

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Description

Here are a few use cases for this project:

  1. Construction Site Safety Management: Use the "SAFENETY TESIS" model to monitor construction sites and ensure that all workers are using the necessary safety equipment. Identify those not wearing helmets, safety vests, gloves or masks, or those carrying inappropriate materials, to minimize risk of accidents.

  2. Warehouse Employee Monitoring: Employ the model in warehouses to maintain proper safety rules by detecting if the workers are using safety gear such as hard hats, gloves, safety vests, etc. Also, identify the presence of any unwanted or potentially dangerous materials.

  3. Traffic Management and Surveillance: Utilize the model to watch over traffic incidents and parking violations. Spot improperly parked vehicles, detect the presence of fire hydrants and other objects, identify various types of vehicles like sedans, SUVs, buses, trucks, and trailers for better traffic pattern analysis.

  4. Fleet Management: Use the model to identify and track different types of vehicles in a fleet, like trucks, vans, mini-vans, and more. Manage and monitor their presence in specific zones or areas for efficient fleet management.

  5. Building Safety and Inspection: The model can be used to inspect buildings for safety measures. It can recognize safety cones, ladders, potential fall hazards like "DESNIVEL" spots, scaffoldings (ANDAMIO), doors and windows etc. This will aid inspectors in identifying areas of concern and ensuring compliance with safety regulations.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            safenety-tesis_dataset,
                            title = { SAFENETY TESIS Dataset },
                            type = { Open Source Dataset },
                            author = { universidad autonoma de san luis potosi },
                            howpublished = { \url{ https://universe.roboflow.com/universidad-autonoma-de-san-luis-potosi/safenety-tesis } },
                            url = { https://universe.roboflow.com/universidad-autonoma-de-san-luis-potosi/safenety-tesis },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { oct },
                            note = { visited on 2025-03-11 },
                            }
                        
                    

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