Road-users-disabilities Computer Vision Project
Ramon Aguirre
Updated a year ago
1.3k
views51
downloadsClasses (8)
cars crosswalk
green_traffic_light
motorcycle red_traffic_light
truck wheelchair_road_user
white_cane_user
Metrics
Try This Model
Drop an image or
Description
ALGORITMO BASADO EN APRENDIZAJE PROFUNDO PARA LA DETECCIÓN DE PEATONES CON DISCAPACIDAD
Objetivo
Detectar peatones con discapacidad, vehículos, cruces peatonales y semáforos mediante el desarrollo de un algoritmo de aprendizaje profundo (red neuronal) que contribuya al desplazamiento seguro de las personas con discapacidad dentro de un entorno vial.
Referencias
- Anónimo. (2021a). wheelchair detection Dataset (v1). Roboflow. https://universe.roboflow.com/2458761304-qq-com/wheelchair-detection
- Anónimo. (2021b). White-Cane Dataset (v1). Roboflow. https://universe.roboflow.com/new-workspace-3cjjl/white-cane
- Anónimo. (2022a). cross_walk Dataset (v7). Roboflow. https://universe.roboflow.com/new-workspace-jbi8t/cross_walk
- Anónimo. (2022b). Yolo Truck Dataset (v2). Roboflow. https://universe.roboflow.com/yolo-d3ogg/yolo-truck-mfz12
- Anónimo. (2023a). 1 Dataset (v2). Roboflow. https://universe.roboflow.com/1-8g623/1-xskxn
- Anónimo. (2023b). bike dataset Dataset (v2). Roboflow. https://universe.roboflow.com/test-lbqo2/bike-dataset
- Anónimo. (2023c). car Dataset (v6). Roboflow.
- Anónimo. (2023d). crosswalk Dataset (v5). Roboflow . https://universe.roboflow.com/project-xmdfq/crosswalk-q0cgd
- Anónimo. (2023e). Traffic lights detection Dataset (v1). Roboflow . https://universe.roboflow.com/computer-vision-uiivc/traffic-lights-detection-9mmjr
- Anónimo. (2023f). Truck Dataset (v1). Roboflow. https://universe.roboflow.com/animal-detection-nwvlb/truck-hykq4
- Anónimo. (2023g). White_cane_13 Dataset (v1). Roboflow. https://universe.roboflow.com/project-4v0dw/white_cane_13
- Atacan Duygu. (2023). yaya gecidi Dataset (v4). Roboflow . https://universe.roboflow.com/duygu-atacan-7iehd/yaya-gecidi-ikt0m
- Boston. (2023). aid for the blind Dataset (v5). Roboflow. https://universe.roboflow.com/databyboston/aid-for-the-blind-nc9ys
- Carleton University. (2022). wheels Dataset (v1). Roboflow. https://universe.roboflow.com/carleton-university/wheels
- Cintas Emre. (2022). EngelliTest Dataset (v1). Roboflow. https://universe.roboflow.com/emrecintas/engellitest
- Elishian. (2023). DPI_Cane Dataset (v3). Roboflow. https://universe.roboflow.com/elishian/dpi_cane
- Imran Alfian. (2022). car Dataset (v1). Roboflow. https://universe.roboflow.com/alfian-imran-x6azu/car-cb6iw
- Inha. (2022). wheel Dataset (v1). RoboFlow. https://universe.roboflow.com/inha-23zrt/wheel-ifpmu
- Karabulut Ayenur. (2023). trafik_isik_projesi Dataset (v2). Roboflow . https://universe.roboflow.com/ayenur-karabulut/trafik_isik_projesi-l5usl
- Lee Seok-Woo. (2023). wheelchair Dataset (v1). Roboflow. https://universe.roboflow.com/seokwoolee/wheelchair-dliv9
- Marin Durandeau, S. A. (2023). Traffic Lights Dataset (v4). Roboflow. https://universe.roboflow.com/sophie-antonia-marin-durandeau/traffic-lights-dataset
- Middle East Technical University. (2023). traffix Dataset (v4). Roboflow . https://universe.roboflow.com/middle-east-technical-university/traffix
- Nozaki. (2022). whitecane Dataset (v1). Roboflow. https://universe.roboflow.com/nozaki/whitecane-mzmlr
- Tuning Jim. (2022). Truck Dataset (v2). Roboflow . https://universe.roboflow.com/jim-tuning/truck-glowm
- Xal Digital. (2023). Gas Trucks Dataset (v1). Roboflow. https://universe.roboflow.com/xal-digital/gas-trucks
- Zabidas YT. (2023). CarDetect Dataset (v1). Roboflow. https://universe.roboflow.com/zabidas-yt-byjrg/cardetect-09aer
Use This Trained Model
Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.
Build Computer Vision Applications Faster with Supervision
Visualize and process your model results with our reusable computer vision tools.
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{
road-users-disabilities_dataset,
title = { Road-users-disabilities Dataset },
type = { Open Source Dataset },
author = { Ramon Aguirre },
howpublished = { \url{ https://universe.roboflow.com/ramon-aguirre-bjxfk/road-users-disabilities } },
url = { https://universe.roboflow.com/ramon-aguirre-bjxfk/road-users-disabilities },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { oct },
note = { visited on 2024-11-21 },
}