HRB-WD: Hyakken River Basin Waste Object Detection Dataset using YOLO V8

This is a novel Japanese riparian waste-related on-site dataset collected by the smartphone.

Content:

1. Dataset.zip
Train/Valid folders that include images and labels, which were derived from the 2. Source_Images.zip. (Including: 1. Data Collection from Smartphone Devices,2. Annotation via Roboflow's Smart Polygon Function Anotation and Data argumentation, and 3. Data Augmentation)

2. Source_Images.zip
Several images were collected by the smartphone on the study site.

3. Test.mp4
A video for testing the custom-trained and pre-trained models.

4. Customed-Trained YOLOv8n.pt
This is a YOLOv8n model that was trained using 1. Dataset.zip

本数据集为一项新颖的日本河流沿岸废弃物现场数据集，该数据集通过智能手机进行收集。

内容：

1. Dataset.zip
包含图像和标签的训练/验证文件夹，这些图像和标签来源于2. Source_Images.zip。（包括：1. 通过智能手机设备收集的数据，2. 使用Roboflow的智能多边形标注功能进行标注以及数据增强，3. 数据扩充。）

2. Source_Images.zip
在研究现场通过智能手机收集的若干图像。

3. Test.mp4
用于测试自定义训练和预训练模型的视频。

4. 自定义训练的 YOLOv8n.pt
这是一个使用1. Dataset.zip进行训练的YOLOv8n模型。