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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.
มุมมอง: 1 206

วีดีโอ

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ความคิดเห็น

  • @anuragprakash7256
    @anuragprakash7256 วันที่ผ่านมา

    Wow

  • @ShreyashTripathi-e7k
    @ShreyashTripathi-e7k 2 วันที่ผ่านมา

    Amazing

  • @rio45214
    @rio45214 2 วันที่ผ่านมา

    can you stop jumping around man

  • @kuldeepaher4937
    @kuldeepaher4937 2 วันที่ผ่านมา

    How do I connect my Nodejs or python application using such setup ?

  • @hjw1217
    @hjw1217 2 วันที่ผ่านมา

    AMAZING

  • @nellyoi9831
    @nellyoi9831 3 วันที่ผ่านมา

    nice! thank you

  • @vivekkumaran5746
    @vivekkumaran5746 3 วันที่ผ่านมา

    Make one video for receive email as well

  • @ravikumarighare5297
    @ravikumarighare5297 6 วันที่ผ่านมา

    explained very well . super thanks

  • @JotibaAvatade
    @JotibaAvatade 7 วันที่ผ่านมา

    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.

  • @hotwings9382
    @hotwings9382 9 วันที่ผ่านมา

    in the email it is still raw html

  • @ByungHoonKim-z3v
    @ByungHoonKim-z3v 9 วันที่ผ่านมา

    im getting internal server error

  • @stellauehara1723
    @stellauehara1723 12 วันที่ผ่านมา

    where did you find this Templete.yaml file ???

  • @agnellogeorge
    @agnellogeorge 16 วันที่ผ่านมา

    why so much dramatics .. my focus is getting pulled in the drama of the tutorial .. but that's your USP

  • @adityahpatel
    @adityahpatel 17 วันที่ผ่านมา

    too convoluted way, has to be a more straightforward way

  • @mrluckyuncle
    @mrluckyuncle 19 วันที่ผ่านมา

    OMG. You are out of this world 😀

  • @gabrielortega1360
    @gabrielortega1360 20 วันที่ผ่านมา

    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

  • @ttaylor9916
    @ttaylor9916 23 วันที่ผ่านมา

    i like videos that focus on the topic... i can watch only a few seconds of this...

  • @franciscoghelfi3762
    @franciscoghelfi3762 24 วันที่ผ่านมา

    Still works fine, thanks.

  • @rakeshb2010
    @rakeshb2010 24 วันที่ผ่านมา

    Totally inappropriate but thanks.

  • @pradeephmkumar
    @pradeephmkumar 25 วันที่ผ่านมา

    Thank You

  • @pradeephmkumar
    @pradeephmkumar 25 วันที่ผ่านมา

    Thank You

  • @TradingArmyBD
    @TradingArmyBD 25 วันที่ผ่านมา

    one of the straight forward video and funny as well. thank you so much.

  • @marygracesabado2532
    @marygracesabado2532 26 วันที่ผ่านมา

    I was entertained and solved my question with authorization at the same time. You just earned a subscriber.

  • @iftikhar58
    @iftikhar58 26 วันที่ผ่านมา

    btw why you choose NFS?

  • @iftikhar58
    @iftikhar58 26 วันที่ผ่านมา

    Thank you!

  • @nanithefuck
    @nanithefuck 26 วันที่ผ่านมา

    MS SMS Refused to connect to MySQL Database, but using DBeaver was my fix for this, thanks!!

  • @KhoaNguyễnTấnAnh-d1z
    @KhoaNguyễnTấnAnh-d1z 27 วันที่ผ่านมา

    nice :D

  • @salva_next
    @salva_next 27 วันที่ผ่านมา

    Thanks, good content, and really good rhythm

  • @apurvgarg7628
    @apurvgarg7628 28 วันที่ผ่านมา

    Loved it! Awesomely explained.

  • @ravichandra4306
    @ravichandra4306 28 วันที่ผ่านมา

    thankyou

  • @john-vega
    @john-vega 28 วันที่ผ่านมา

    were the public and private subnet automatically created? or do we need to create those as a separate steps? thanks.

  • @BarajaRoble
    @BarajaRoble หลายเดือนก่อน

    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.

  • @brahmareddy1346
    @brahmareddy1346 หลายเดือนก่อน

    Thanks you much.now I understand it clearly.I am also working on lambda functions

  • @JulienMvengjulDon
    @JulienMvengjulDon หลายเดือนก่อน

    To run a tv news business i have to connect all broadcast devices to kenesis video stream?

  • @KAYKEBORDINDEOLIVEIRA
    @KAYKEBORDINDEOLIVEIRA หลายเดือนก่อน

    Thank you very much my friend. It help me a lot! :)

  • @Andrei-qx5zc
    @Andrei-qx5zc หลายเดือนก่อน

    Thank you a lot sir

  • @Andrei-qx5zc
    @Andrei-qx5zc หลายเดือนก่อน

    Awesome, to time lost, so fast, so precise, so useful, thanks!

  • @progperspectives3137
    @progperspectives3137 หลายเดือนก่อน

    Awesome video

  • @99.googolplex.percent
    @99.googolplex.percent หลายเดือนก่อน

    You seem like you need to go to the WC

  • @arao70
    @arao70 หลายเดือนก่อน

    How you do promote the model trained in Dev to QA/Prod??

  • @akshaybalamurugan
    @akshaybalamurugan หลายเดือนก่อน

    Short and sweet. Amazing Work! U earned a sub.

  • @Gurinderpalsingh-i5j
    @Gurinderpalsingh-i5j หลายเดือนก่อน

    Thank you so much

  • @MagarPune
    @MagarPune หลายเดือนก่อน

    very nice explanation..

  • @AlfonsoLopez-l9h
    @AlfonsoLopez-l9h หลายเดือนก่อน

    Very concise and to the point, thank you!

  • @EeveeQueen100
    @EeveeQueen100 หลายเดือนก่อน

    This video was sooo helpful!!! Thank you 🙌

  • @pravinkamane7633
    @pravinkamane7633 หลายเดือนก่อน

    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.

  • @pravinkamane7633
    @pravinkamane7633 หลายเดือนก่อน

    So nice and so compact.