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Identify rooftop solar panels from satellite imagery using Amazon Rekognition Custom Labels

AWS Machine Learning

The following code is an example of one image labeling output in the manifest file: { "source-ref": "s3:// /blog-images/source-image/03-09-2021/source-image-001.png", When the labeling job is complete, an output.manifest file is generated and stored in the S3 output location that you specified when creating the labeling job.

APIs 71
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Semantic segmentation data labeling and model training using Amazon SageMaker

AWS Machine Learning

Annotations are expected to be uncompressed PNG images. png | - image2.png png |- validation_annotation | - image3.png png | - image4.png png |- label_map | - train_label_map.json | - validation_label_map.json. The annotations are single-channel PNG images. png | -0_2022-02-10T17:41:04.530266.png