upres-cli

Official CLI + SDK for upres.ai — AI image and video upscaling powered by Real-ESRGAN, SeedVR2, RunwayML, Bria, and more. One API, 17 state-of-the-art models, up to 8K output.

$ upres upscale photo.jpg --model wavespeed-ai/image-upscaler --resolution 4k
Submitting job... model=wavespeed-ai/image-upscaler
Job created: 550e8400-e29b-41d4-a716-446655440000 (status: pending)
Waiting for result.......
Downloading to photo_upscaled.jpg... done.

Result: photo_upscaled.jpg

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Why we built this

• Topaz is $200/yr, desktop-only, no API, no automation
• Upscayl is great for one-offs but can't handle bulk exports or CI pipelines
• Every other SaaS upscaler either watermarks your output, caps resolution at 2K, or charges per image with no monthly plan

upres.ai gives you a clean REST API, 17 models including the latest SeedVR2 and RunwayML, batch processing, and predictable pricing starting at $49/mo.

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Quickstart

Node.js

npx upres-cli upscale photo.jpg

Or install globally:

npm install -g upres-cli
upres upscale photo.jpg --model wavespeed-ai/image-upscaler --resolution 8k --output photo_8k.jpg

Python

pip install upres-ai
upres upscale photo.jpg --model wavespeed-ai/image-upscaler --resolution 4k

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Authentication

1. Sign up at upres.ai (free — 5 ops/month)
2. Go to upres.ai/account/api-keys
3. Generate a key — it's shown once

export UPRES_API_KEY=upres_yourkey

Or save permanently:

mkdir -p ~/.config/upres
echo '{"apiKey":"upres_yourkey"}' > ~/.config/upres/config.json

Key resolution order: --api-key flag → UPRES_API_KEY env var → ~/.config/upres/config.json

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Commands

# Upscale a single image (local file or URL)
upres upscale photo.jpg --model wavespeed-ai/image-upscaler --resolution 4k
upres upscale photo.jpg --model wavespeed-ai/real-esrgan --scale 4 --output out.jpg
upres upscale https://example.com/photo.jpg --resolution 8k

# Upscale video
upres upscale clip.mp4 --model wavespeed-ai/video-upscaler --resolution 4k

# Batch upscale a folder
upres batch ./photos/ --model wavespeed-ai/real-esrgan --output ./upscaled/ --concurrency 5

# List available models
upres models

# List recent jobs
upres jobs --limit 20 --status completed

# Account / quota info
upres account

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Node.js SDK

import { UpresClient } from "upres-cli";

const client = new UpresClient(); // reads UPRES_API_KEY from env

// Upscale a local file
const job = await client.createJobFromFile("photo.jpg", {
  model: "wavespeed-ai/image-upscaler",
  scale: 4,
});

// Wait for completion
const completed = await client.waitForJob(job.id);

// Download result
await client.downloadResult(completed, "photo_4k.jpg");
console.log("Done:", completed.result_url);

Files over 50 MB are automatically uploaded via TUS resumable protocol.

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Python SDK

from upres import UpresClient

with UpresClient() as client:                        # reads UPRES_API_KEY from env
    job = client.create_job_from_file(
        "photo.jpg",
        model="wavespeed-ai/image-upscaler",
        scale=4,
    )
    completed = client.wait_for_job(job["id"])
    client.download_result(completed, "photo_4k.jpg")
    print("Done:", completed["result_url"])

The Python SDK uses httpx — async-ready, no heavy dependencies.

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Examples

Example	What it does
batch-upscale-folder.js	Upscale all images in a folder with configurable concurrency
restore-photo-folder.py	Restore old/scanned photos using Recraft Crisp Upscale
ecommerce-pipeline.js	Product image pipeline: raw shots → 4K → publish-ready
lightroom-export-hook.md	Auto-upscale Lightroom exports via post-processing hook
figma-plugin-stub.md	Figma plugin integration guide

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Models

17 models across image upscale, image enhance, and video upscale.

Category	Highlight
Image Upscale	Real-ESRGAN · SeedVR2 · Bria · Crystal · Ultimate
Image Enhance	Recraft Crisp/Creative · Phota · Z-Image Turbo
Video Upscale	SeedVR2 Video · RunwayML · ByteDance · Bria FiBO

Full model list with params and pricing: docs/models.md · upres.ai/models

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Pricing

Plan	Price	Ops/mo	API	Watermark
Free	$0	5	—	Yes
Pro	$19/mo	100	—	No
Business	$49/mo	Unlimited	Yes	No

Business tier unlocks the full API, batch processing, all 17 models, and no output watermark.

Compare plans → · vs. Topaz → · vs. Upscayl →

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Free tier for open-source projects

If you're building something open-source on top of the API, email support@upres.ai with your repo link. We offer 500 ops/month for qualifying OSS projects.

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Error handling

The SDK handles these errors automatically:

Status	Behavior
401	Prints API key error + link to key management, exits
402	Prints quota exceeded + link to pricing, exits
429	Prints rate limit message (60 req/min), exits
5xx	Throws UpresError with message

In Python: raises AuthError, QuotaExceededError, or UpresError.

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Contributing

See CONTRIBUTING.md. Tests run with:

# Node
npm test

# Python
pip install -e ".[dev]"
pytest tests/test_client.py -v

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License

MIT — see LICENSE