FrenchTrafficSign Computer Vision Project

Clem UTC

Updated 3 years ago

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Classes (46)
Attention Carrefour à sens Giratoire
Attention Danger
Attention Feu Tricolore
Attention Passage Piéton
Attention Passage Tramway
Attention Passage d'Enfants
Attention Priorité à Droite
Attention Ralentisseur
Attention Travaux
Chaussée Rétrécie
Céder le Passage
Direction Tout Droit
Début d'Autoroute
Entrée d'un Tunel
Feu Orange
Feu Rouge
Feu Vert
Fin Limitation 30km/h
Fin Piste Cyclable
Fin Zone 30km/h
Fin d'Autoroute
Fin d'interdiction de Stationnement
Impasse
Indication Passage Piéton
Indication Passage Tramway
Indication Ralentisseur
Interdiction de Tourner à droite
Interdiction de Tourner à gauche
Limitation 30km/h
Limitation 50km/h
Limitation 70km/h
Max Hauteur 3.5m
Piste cyclable
Prendre à Droite
Prendre à Gauche
Route Prioritaire
Sens Interdit
Stationnement Interdit
Stop
Stop 50m
Sur la Gauche
Sur la droite
Tourner à droite
Voie Bus
Zone 30km/h
ver
Description

Here are a few use cases for this project:

  1. Traffic Sign Detector for Autonomous Vehicles: The "FrenchTrafficSign" model can be used in autonomous driving software to identify and interpret French traffic signs, allowing the vehicle to understand and obey local traffic rules.

  2. Navigation and Map Creation: The model could be used to improve the quality of mapping data by spotting and noting the locations of various traffic signs. The software can identify different traffic signs from images captured by satellites or vehicles, enhancing the safety features of GPS navigation systems.

  3. Advanced Driver-Assistance Systems (ADAS): This model can be integrated into ADAS applications to alert the driver about upcoming traffic signs, helping prevent traffic rules violation and enhancing road safety.

  4. Traffic Infrastructure Audit: The model can be used by city or county public works departments to automatically audit the presence and condition of traffic signs across the urban landscape and schedule maintenance or replacements.

  5. Traffic Rules Learning Apps: The "FrenchTrafficSign" model can be employed in educational apps or driving test preparation apps designed to help learners familiarize themselves with French traffic signs.

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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{
                            frenchtrafficsign_dataset,
                            title = { FrenchTrafficSign Dataset },
                            type = { Open Source Dataset },
                            author = { Clem UTC },
                            howpublished = { \url{ https://universe.roboflow.com/clem-utc/frenchtrafficsign } },
                            url = { https://universe.roboflow.com/clem-utc/frenchtrafficsign },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jan },
                            note = { visited on 2024-11-21 },
                            }