Enhance low-resolution images in bulk
Feed a list of small or soft images and get sharper, larger versions back: each image is upscaled 4x with an AI super-resolution model. One dataset item per image with the new URL, width and height; unreadable URLs come back as error items and are not charged.
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 "Enhance low-resolution images in bulk". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Enhance low-resolution images in bulk" 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 "Enhance low-resolution images in bulk" 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 "Enhance low-resolution images in bulk" task via API.

Resizing stretches existing pixels, so the image gets bigger and blurrier. AI enhancement runs a super-resolution model (SeedVR2) that reconstructs edges, textures and text, so the enlarged image actually looks sharper.
Apify's free plan includes $5 of platform credit each month, which covers about 400 enhanced images at $0.012 each on the free tier — enough for regular small batches without paying. Failed images are always free.