Datasetpublic

Hibou-Foundation/computer-vision

Hibou Computer Vision Dataset The Hibou Project is a drone recognition and localization system. It is designed to detect and localize drones in real-time, using a combination of audio and video. Official code repo: Hibou Project This dataset is designed to train YOLO-based models for drone detection. Object Classes ID Class Name Ratio 0 Drone 74.17% 1 Other 25.83% Dataset Description Column Description image Image… See the full description on the dataset page: https://huggingface.co/datasets/Hibou-Foundation/computer-vision.

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Dataset Card

`Hibou Computer Vision Dataset`

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The Hibou Project is a drone recognition and localization system. It is designed to detect and localize drones in real-time, using a combination of audio and video.

Official code repo: Hibou Project

This dataset is designed to train YOLO-based models for drone detection.

Object Classes

ID	Class Name	Ratio
0	Drone	74.17%
1	Other	25.83%

Dataset Description

Column	Description
image	Image from the dataset.
class_id	Unique identifier of the object's class (used for HF splits).
class_name	Name of the class corresponding to `class_id`.
box	Bounding box of the object as an array in YOLO format.
name	Image filename.
raw_label	Original bounding box annotation stored as a string.

Some images with the class_id: 1 (Other) don't have a Yolo box. It's used as an empty label during Yolo training. More details can be found below.

How to use

Edit Dataset

To edit and update the dataset, please refer to this Jupyter notebook.

Train

To train a model based on this dataset, please refer to this Jupyter notebook.

Get in touch

If you have any questions, feel free to reach us out on the following channels:

Auhtors

We thank everyone who contributed to making this dataset possible.