Turn small thumbnails into HD images
Only have 250 px thumbnails? Upscale them 4x to about 1000 px so they work as full-size images on a page or in a catalog. Send all the thumbnail URLs at once; each comes back with the upscaled URL, width and height.
Input
Output fields
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The AI Image Upscaler API — SeedVR2 Super-Resolution, Batch 2x/4x Actor is ready to run with the inputs already set for "Turn small thumbnails into HD images". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Turn small thumbnails into HD images" task
The AI Image Upscaler API — SeedVR2 Super-Resolution, Batch 2x/4x Actor will start running based on the input automatically. You can also change all the input fields, like image urls, upscale factor, and more, to match your specific use case.
Receive the "Turn small thumbnails into HD images" output
Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as upscaled, input, w, and more.
Integrate into your workflow
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Turn small thumbnails into HD images" task via API.

Up to 4x, yes: a 320 px thumbnail becomes 1280 px with reconstructed edges and textures. The model infers plausible detail, so results are excellent for display use but cannot recover information the thumbnail never contained.
Scrape the thumbnail URLs with any Apify scraper, then point this task's datasetId at that run — or paste the URL list directly. One dataset item per image (from $0.012 each), failures free.