Earlier in 2020, widely used browsers like Chrome and Firefox changed their default behavior for rotating images based on image metadata, referred to as EXIF data. Previously, images always displayed in browsers exactly how they’re stored on disk, which is typically unrotated. After the change, images now rotate according to a piece of image metadata called orientation value. This has important implications for the entire machine learning (ML) community. For example, if the EXIF orientation isn’t considered, applications that you use to annotate images may display images in unexpected orientations and result in confusing or incorrect labels.
For example, …
How an important change in web standards impacts your image annotation jobs
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