All classes Computer Vision Project
This dataset is specifically created for training Unmanned Surface Vehicles (USVs) to perform autonomous missions, with a particular focus on search and rescue operations in a maritime environment. The dataset is designed to provide a comprehensive set of images or videos capturing different angles and scenarios that USVs may encounter during their missions.
The dataset consists of several classes that the USV needs to recognize and classify accurately. These classes include "bots" or "seabots" (referring to the USVs themselves), "boat" (indicating other types of vessels), "person (in water)" (representing individuals in the water), "person (on land)" (representing individuals on land), "lifevests" (referring to personal flotation devices), and "buoy" (indicating navigational aids).
Trained Model API
This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.
YOLOv8
This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.
YOLOv5
This project has a YOLOv5 model checkpoint available for inference with Roboflow Deploy. YOLOv5 is a proven and tested, production ready, state-of-the-art real-time object detection model.
Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
all-classes-c8wwc_dataset,
title = { All classes Dataset },
type = { Open Source Dataset },
author = { SNR },
howpublished = { \url{ https://universe.roboflow.com/snr-9bfms/all-classes-c8wwc } },
url = { https://universe.roboflow.com/snr-9bfms/all-classes-c8wwc },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2024 },
month = { jan },
note = { visited on 2024-06-26 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the All classes project in your project.
