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เข้าร่วมเมื่อ 3 ก.พ. 2022
AWS SageMaker GroundTruth 👉 Label Job Semantic Segmentation Tutorial 🔥
You want to draw pixel level labels for your images so you can create a dataset for training your machine learning models.
Can you do this by setting up a semantic segmentation job in SageMaker Ground Truth?
--
SageMaker is a fully managed service to prepare data and build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.
--
Tutorial Summary:
- Navigate to Amazon S3 service to upload images of cats and dogs for labeling.
- Access SageMaker service, go to Ground Truth, and create a labeling job.
- Choose automated data setup, specifying the S3 bucket and data type as images.
- Create a new IM role, granting permissions to the S3 bucket.
- Confirm the creation of a new manifest file in the S3 bucket and proceed to select the task type as 'image' in the task type section.
- Choose 'semantic segmentation' for drawing pixel-level labels.
- Choose private workers, enter team details, and define labeling tools (task timeout, expiration, organization name, support email).
- Enter task descriptions, labels (e.g., 'cat', 'dog'), and confirm using the preview.
- Access the labeling job link from the inbox, log in with credentials, and start labeling by drawing polygons around the cat and dog labels in the images.
- Submit the labeled images and wait for the labeling job status to change to complete.
- Review the output, confirming the presence of green and blue polygons around labeled objects.
- Download the output manifest file from the output folder in the S3 bucket to view technical details of the semantic segmentation job.
Can you do this by setting up a semantic segmentation job in SageMaker Ground Truth?
--
SageMaker is a fully managed service to prepare data and build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.
--
Tutorial Summary:
- Navigate to Amazon S3 service to upload images of cats and dogs for labeling.
- Access SageMaker service, go to Ground Truth, and create a labeling job.
- Choose automated data setup, specifying the S3 bucket and data type as images.
- Create a new IM role, granting permissions to the S3 bucket.
- Confirm the creation of a new manifest file in the S3 bucket and proceed to select the task type as 'image' in the task type section.
- Choose 'semantic segmentation' for drawing pixel-level labels.
- Choose private workers, enter team details, and define labeling tools (task timeout, expiration, organization name, support email).
- Enter task descriptions, labels (e.g., 'cat', 'dog'), and confirm using the preview.
- Access the labeling job link from the inbox, log in with credentials, and start labeling by drawing polygons around the cat and dog labels in the images.
- Submit the labeled images and wait for the labeling job status to change to complete.
- Review the output, confirming the presence of green and blue polygons around labeled objects.
- Download the output manifest file from the output folder in the S3 bucket to view technical details of the semantic segmentation job.
มุมมอง: 1 206
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Wow
Amazing
can you stop jumping around man
How do I connect my Nodejs or python application using such setup ?
AMAZING
nice! thank you
Make one video for receive email as well
explained very well . super thanks
EFS file system arn:aws:elasticfilesystem:us-east-1:396913706776:file-system/fs-0c11db9668fc6c9a6 referenced by access point arn:aws:elasticfilesystem:us-east-1:396913706776:access-point/fsap-0eb51f49efc943aa6 does not have mount targets created in all availability zones the function will execute in. Please create EFS mount targets in availability zones where the function has a corresponding subnet provided.
in the email it is still raw html
im getting internal server error
where did you find this Templete.yaml file ???
why so much dramatics .. my focus is getting pulled in the drama of the tutorial .. but that's your USP
too convoluted way, has to be a more straightforward way
OMG. You are out of this world 😀
Hello. I followed all the steps, but my domain is still available for all countries (My domain is running on Amplify). is there any restriction with Amplify? Note: I'm getting 403 for my Distribution domain name
i like videos that focus on the topic... i can watch only a few seconds of this...
Still works fine, thanks.
Totally inappropriate but thanks.
Thank You
Thank You
one of the straight forward video and funny as well. thank you so much.
I was entertained and solved my question with authorization at the same time. You just earned a subscriber.
btw why you choose NFS?
Thank you!
MS SMS Refused to connect to MySQL Database, but using DBeaver was my fix for this, thanks!!
nice :D
Thanks, good content, and really good rhythm
Loved it! Awesomely explained.
thankyou
were the public and private subnet automatically created? or do we need to create those as a separate steps? thanks.
OMGG THANK YOU SO MUCH SO MUCH SO MUCH!! I was trying to deal with this problem for a WEEK and after dozens of tutorials, google, stackoverflow, even ChatGPT and several things like venv, lambda, select, and I couldn't do it, and you managed to solve it in 2 MINUTES! God bless you and hope you have the best of the best!! Abi is a name that means wisdom and fits you well, its amazing how you managed to teach well from the beggining since the bucket creation and do it all in 2 minutes. Thank you again! This will save my intership and carreer.
Thanks you much.now I understand it clearly.I am also working on lambda functions
To run a tv news business i have to connect all broadcast devices to kenesis video stream?
Thank you very much my friend. It help me a lot! :)
Thank you a lot sir
Awesome, to time lost, so fast, so precise, so useful, thanks!
Awesome video
You seem like you need to go to the WC
How you do promote the model trained in Dev to QA/Prod??
Short and sweet. Amazing Work! U earned a sub.
Thank you so much
very nice explanation..
Very concise and to the point, thank you!
This video was sooo helpful!!! Thank you 🙌
Vikas to hona cahea. Par dhyan rakhe Vikas bhajan karne wale sadhuo ko mehanga na pade. Wo bechari kisi tarah bhiksha maangkar ya apni jeevan bhar ki jama poonji lekar bhagvan par ashirt hai.
So nice and so compact.