For best results when working with geospatial imagery in Encord, follow these steps:
Choose the right image format
Before uploading images to datasets, it's crucial to convert them to either PNG or JPEG formats. These formats are widely supported by web browsers, ensuring compatibility across different platforms.
While the TIFF format is commonly used for storing geospatial data, its support on web browsers is very limited, restricted to Safari only. Learn more.
If an image requires trimming, we recommend that the dimensions of the trimmed image don't exceed a limit of 2500x2500 pixel, to ensure a smooth rendering experience. This limit can be adjusted according to internet speeds, with lower speed requiring smaller pixel dimensions to ensure a smooth experience.
Use image groups for quality
In scenarios where preserving image quality at the pixel level is crucial, consider using image groups instead of image sequences, since creating image groups does not affect the image quality in any way.
Confused about the difference between image groups and image sequences? See our documentation here to learn about different data types in Encord.
Handling images with a high dynamic range
It is important to preprocess images with bands that have a high or extended dynamic range (HDR), so that these images fit within the [0, 255] range. This ensures consistency when viewing images in the Label Editor.
Match band count to channels
Ensure that the number of bands in the image files matches the specified number of channels. If files don't meet this requirement, they must be preprocessed to match the expected band count.
- For Synthetic Aperture Radar (SAR) or Greyscale images the value will be 1.
- For True or False color composites the value will be 3.
Group multi-band images
If you have a multi-band image and want to display various band combinations, we recommended combining into a single image group. This allows you to view and select different band combinations with ease.
Upload and manage metadata
Upload or attach preprocessed images to a dataset and save their metadata in the corresponding
DataRow.client_metadatafield when accessing them via the SDK. Remember that metadata can be added at any time, even after uploading the data to a dataset.
Encord strongly recommends using the Chrome web browser when working with the Label Editor for the best experience.
Updated about 1 month ago