Welcome to DOFBOT-Ultra repository
9. Dataset Annotation
Dataset Annotation
Please ensure that the web control program backend process is not running in the background. To close it, refer to the [Get Started Quickly - 2. Access the Terminal] section in [Disable the Auto-Start Web Control Backend Process]. After closing, please restart DofbotUltra!!!
Dataset Annotation1. Dataset Collection1.1. Extracting Images1.2. Dataset Paths2. Using Label Studio2.1. Installing Label Studio2.2. Starting Label Studio2.2.1. Shared Folder Permissions2.2.2. Starting Label Studio2.2.3. Accessing Label StudioHost MachineSame Local NetworkFirst Use3. Dataset Annotation3.1. Creating a Project3.2. Project Name3.3. Importing Training Set3.4. Label Settings3.5. Dataset Annotation3.6. Exporting Dataset3.7. Dataset Directory Structure3.8. Dataset Configuration FileReferences
To recognize specific objects or improve recognition accuracy, users need to train their own models. Dataset collection and annotation are indispensable parts of this process.
1. Dataset Collection
Note: For recognition in specific scenarios, users can use a camera to record videos of objects from various angles, then extract frames from the video as the training set.
1.1. Extracting Images
A simple example: extract one frame every 15 frames from a video as the dataset.