Google Cloud → AWS and Azure
AWS and Azure equivalents of Agent Platform dataset labeling
The closest AWS equivalent of Google Cloud Agent Platform dataset labeling is Amazon SageMaker Ground Truth; on Azure, Azure ML data labeling.
About Agent Platform dataset labeling
| Provider | Google Cloud |
|---|---|
| Status | Generally available |
| What it is | Label images, video, text, and tabular data yourself in the console inside a managed dataset. |
| Documentation | docs.cloud.google.com |
| Pricing | No separate pricing page |
Mappings (1)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| Data labeling (human + ML-assisted) | Amazon SageMaker Ground Truth Maintenance | Partial match | Azure ML data labeling Retired |
Data labeling (human + ML-assisted) Partial match
SageMaker Ground Truth's self-labeling features map to labeling in Agent Platform managed datasets, where your own team labels data in the console.
- We found no managed human labeling workforce in the current Agent Platform docs; Ground Truth Plus offers one on AWS.
- Ground Truth is in maintenance on AWS.