Knowledge Center Monthly Newsletter - July 2025
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All Content tagged with Amazon SageMaker Ground Truth
If you want the flexibility to build and manage your data labeling workflows and manage your own data labeling workforce, you can use Amazon SageMaker Ground Truth. SageMaker Ground Truth is a data labeling service that makes it easy to label data and gives you the option to use human annotators through Amazon Mechanical Turk, third-party vendors, or your own private workforce.
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For example I have 10 labels, out of which I want 8 to be bounding box and rest 2 to polygon. Is there a way that I can add option for that?
Currently the best I have is using 2 tabs one have crowd-p...
1
answers
0
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9
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asked 11 days ago
Trying to add annotation instructions to labeling job but keep getting this when hitting "preview" button.
InvalidParameters - "grant_read_access" input is not a valid S3 URI: "". Also when adding im...
Accepted AnswerAmazon SageMaker Ground Truth
1
answers
0
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105
views
asked 3 months ago
### **Description:**
I am using **AWS Ground Truth** for an annotation task involving **bounding boxes**. The dataset consists of **Y images**, and I have **X workers** in my private workforce. I ob...
1
answers
0
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44
views
asked 4 months ago
I'm encountering an error when creating a Model Monitor schedule through SageMaker Studio. The job fails during the ground truth merge step. In the CloudWatch logs, I see the following error:
`Error:...
4
answers
1
votes
129
views
asked 4 months ago
Hi there. I just created a ground truth labeling job for a single class image labeling job. I can login into the labeling UI and all shortcuts work and I can select a label. However, pressing "Submit"...
1
answers
0
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85
views
asked 7 months ago
I have a custom job with AWS Ground Truth and Mechanical Turk as workforce.
I ask for 3 annotators but some data points get annotated by only 1 annotator, some by only 2 annotators.
Is there a way t...
1
answers
0
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74
views
asked 7 months ago
Hi team,
I am following up on my question posted [here](https://repost.aws/questions/QUoBdWACcQTR-thHvZSsmTMw/secure-ground-truth-labeling-job-inside-a-vpc).
I'm trying to implement the security en...
2
answers
0
votes
144
views
asked 9 months ago
Hi team,
I created a SageMaker Ground Truth labeling job and want to ensure **it is secure**. I followed this article: [Run an Amazon SageMaker Ground Truth Labeling Job in an Amazon Virtual Private ...
1
answers
0
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146
views
asked 9 months ago
Hi team,
Is it possible to update the `organization name` and `contact email` for an existing SageMaker Ground Truth workforce?
I would like to modify these two fields in the invitation email sent b...
2
answers
1
votes
976
views
asked 9 months ago
Hi team,
I would like to use CDK for IaC to create an Amazon SageMaker Ground Truth solution. Specifically, I want to Create a `private team` with AWS Cognito and then create a `labeling job` for `im...
1
answers
0
votes
325
views
asked 9 months ago
I'm following the official tutorial for the creation of a PDF labeling/annotation job: https://docs.aws.amazon.com/comprehend/latest/dg/cer-annotation-pdf.html
I checked all the created roles, buckets...
1
answers
0
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98
views
asked 9 months ago
One of our engineers has created a Ground Truth labelling job in their development account.
Since they have exited the business, I would like to delete this account. Before I do that, am I able to im...
Accepted AnswerAmazon SageMaker Ground Truth
2
answers
0
votes
158
views
asked a year ago