⚠️ This sample is currently not fully working. We're working on refactoring it to make it simpler and fix the issues.
This model uses satellite data to classify what is on Earth. The satellite data comes from Google Earth Engine.
- Model: 2D Fully Convolutional Network in TensorFlow
- Creating datasets: Sentinel-2 satellite data and ESA WorldCover from Earth Engine with Dataflow
- Training the model: TensorFlow in Vertex AI
- Getting predictions: TensorFlow in Cloud Run (real-time) and Dataflow (batch)