Object Detection

signshappy Computer Vision Project


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Here are a few use cases for this project:

  1. Traffic Management Systems: The "signshappy" model can be used in smart traffic management systems to recognize and interpret different traffic sign classes. It could help in monitoring compliance with traffic rules and issue violations accordingly.

  2. Autonomous Vehicles: Self-driving cars could utilize the model to understand traffic signs around them, aiding in making real-time navigation decisions and ensuring the safety of individuals in and around the vehicle.

  3. Geo-Mapping Services: Providers like Google Maps could use the model to enhance their street view feature by recognizing and overlaying traffic signs onto the map. This could help users understand driving conditions and regulations in specific areas.

  4. Training Applications: The model can be used in driver training applications to teach learners about various traffic signs. It could be used in a simulation where the learner needs to make decisions based on signs identified by the model.

  5. Road Infrastructure Planning: Urban planners and road designers can leverage this model to carry out audits of existing traffic signs in a city or region. This can help in identifying areas for improvements or any missing crucial signs.

Cite this Project

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

@misc{ signshappy_dataset,
    title = { signshappy Dataset },
    type = { Open Source Dataset },
    author = { CNN },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { oct },
    note = { visited on 2023-12-08 },

Find utilities and guides to help you start using the signshappy project in your project.



Last Updated

2 months ago

Project Type

Object Detection




alto, altura_restringible, carril_bus, ceda_paso, curva, estacionarse, estrech_asimetric, exc_disc, glorieta, incorporacion, indicador_curva, inter_lat_obli, lim_vel, medico, no_parar, obli_der, obli_der_izq, parada_bus, paso_peatonal, prohib_cel, prohib_cir_frente, prohib_cir_motos, prohib_cir_peaton, prohib_estacionar, prohib_girar_der, prohib_girar_izq, prohib_retorno, prohib_v_pesado, retorno, salida, salida_desnivel, sent_cir, tope, uso_cinturon, vialidad_dividida, vuelta_cont_der, zona_bici

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