Gigadata is an image dataset collection and annotation platform. It allows anyone to easily contribute to the dataset by uploading images and annotating objects, and to use the dataset for training machine learning models.
The roundabout is a git repository hosting server software. It is designed to be a complete alternative to GitHub, GitLab, BitBucket, Gogs/Gitea/Forgejo, and other similar services. It is still in development and not yet ready for production use. As of version 0.3.0 development stage, it supports:
An YOLO model specifically trained to detect waste in images. We collected a custom dataset of waste, classified and annotated it, and trained the model using YOLOv8 on Keras. The model is able to detect the position and class of waste in images. It can separate the following classes of waste: