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Efficient solution for fast batch image style conversion

2025-08-19 215

Batch processing can be done by following the steps below:

  1. Organization of documentation: Put all images to be processed into a unified directory (e.g. /imgs/batch_input/)
  2. Scripting: Core code example using Python to loop through directory files:
    for img_file in os.listdir('imgs/batch_input'):
    client.images.edit(image=open(f'imgs/batch_input/{img_file}','rb'),
    prompt="Convert to van gogh style")
  3. Results Saving: Add a number or prefix to each output file to avoid overwrites
  4. Resource Monitoring: When batch processing, pay attention to the API call frequency limit, it is recommended that no more than 5 requests per 10 seconds.

The project provides a batch_processing.py sample script that can be modified and used directly.

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