Vertex AI – datasets
The very first tool we will use in Vertex AI is Datasets. After clicking on Datasets, you will be taken to the respective page. Since we are working on a brand new project, there is no dataset to display. Click on CREATE DATASET to get started:
Enter the name of your dataset and select a dataset type to work with from the following four main categories:
- Image:
- Image classification (Single-label)
- Image classification (Multi-label)
- Image object detection
- Image segmentation
- Tabular:
- Regression/classification
- Forecasting
- Text:
- Text classification (Single-label)
- Text classification (Multi-label)
- Text entity extraction
- Text sentiment analysis
- Video:
- Video action recognition
- Video classification
- Video object tracking
After selecting a dataset type, a bucket will be created in Google Cloud Storage as the default dataset repository. Here, you can specify the region where your bucket will be created:
