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