This model is trained to recognize animal species from camera trap pictures.
- Model: AutoML Vision
- Creating datasets: Apache Beam in Dataflow
- Training the model: AutoML in Vertex AI
- Getting predictions: Vertex AI
This model is trained to classify if a ship is fishing or not every hour from their Maritime Mobile Service Identitiy (MMSI) location data.
- Model: 1D Fully Convolutional Network in Keras
- Creating datasets: Apache Beam in Dataflow
- Training the model: Keras in Vertex AI
- Getting predictions: Keras in Cloud Run
This model uses satellite data to predict if a coal plant is turned on and producing carbon emissions. The satellite data comes from Google Earth Engine.
- Model: 1D Fully Convolutional Network in TensorFlow
- Creating datasets: Sentinel-2 satellite data from Earth Engine
- Training the model: TensorFlow in Vertex AI
- Getting predictions: TensorFlow in Cloud Run

