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