Sagemaker Ground Truth Labelling Job Resource Limits Exceeded

Question

Hi,

I have a Sagemaker Ground Truth Labelling job that has failed, in cloudwatch it displays:

```
{"event-name":"HUMAN_TASK_FAILED","event-log-message":"ERROR: Human task failed for line 3.","labeling-job-name":""}
```

When I download the manifest file, it shows:

```
{"metadata":{"retry-count":1,"failure-reason":"ClientError: Task failed to render: [ ResourceLimitsExceeded: \u0027Resource limits exceeded\u0027 ].","human-annotated":"true"}}
```

It is a bounding box labelling job, and the other items on the job have succeeded. There are 2 labels categories on the job.

How do I find the resource that is causing this issue?

There are a lot of bounding box annotations in each image, but I cant find what resource limits there are on the number of bounding boxes that are allowed?

Answer

Amazon SageMaker Ground Truth limit for Bounding box (Object detection) is 50.  You can see all limits in following documents 
https://docs.aws.amazon.com/sagemaker/latest/dg/input-data-limits.html

Sagemaker Ground Truth Labelling Job Resource Limits Exceeded

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