The image_reporting.py example demonstrates reporting (uploading) images in several formats, including:
- NumPy arrays
- uint8 RGB
- PIL Image objects
- Local files.
ClearML uploads images to the bucket specified in the ClearML configuration file, or ClearML can be configured for image storage, see Logger.set_default_upload_destination (storage for artifacts is different). Set credentials for storage in the ClearML configuration file.
When the script runs, it creates an experiment named
image reporting, which is associated with the
Report images using several formats by calling the Logger.report_image method:
ClearML reports these images as debug samples in the ClearML Web UI > experiment details > RESULTS tab > DEBUG SAMPLES sub-tab.
Double click a thumbnail and the image viewer opens.