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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.

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AI Image Upscaler API — SeedVR2 Super-Resolution, Batch 2x/4x
AI Image Upscaler API — SeedVR2 Super-Resolution, Batch 2x/4xsherwood/image-upscaler-batch
Upscaled
Input
W
H
+3 fields
Text
Number
Boolean
List
Object

Input

Image URLs:https://api.apify.com/v2/key-value-stores/MnVYERh4Bm47trebR/records/mug-330+2
Upscale factor:4
Output format:jpg

Output fields

Upscaled
Input
W
H
Factor
Status
Error

How it works

Sign up on Apify or log in

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.

Image

Integrate "Enhance low-resolution images in bulk" into your workflow

Connect "Enhance low-resolution images in bulk" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

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Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay

Frequently asked questions

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.