ParseForge Scrapers

Studio Style Render Generator

parseforge/studio-style-render-generator

AIAutomationDeveloper tools

Upload product photos or portraits and turn them into professional studio-style renders. Pick from preset styles, backgrounds, and lighting setups, or write your own custom descriptions for full creative control.

Run this scraper See the API call
Total users
16
Monthly active
0
Total runs
329
Bookmarked
2
Rating
5.0 (2)
Last modified
12 days ago

Overview

ParseForge

Studio Style Render Generator

Transform product photos and portraits into professional studio-style renders with AI. Upload up to three images, pick a style, background, and lighting, and get high-resolution renders back. No design skills or expensive software needed.

Getting a polished studio look for product listings or headshots usually means renting a space, hiring a photographer, or wrestling with complex 3D software. This Actor uses generative AI to turn your raw images into clean, commercial-grade renders. You control the subject type, camera angle, lighting setup, and background, and it returns each result as a downloadable image file.

Who uses it What they scrape Studio Style Render Generator for
E-commerce sellers Create consistent, white-background product photos for online marketplaces.
Marketing teams Generate editorial-style images for social media campaigns and ads.
Independent artists Render their physical artwork or sculptures in a gallery-like setting for portfolios.
Real estate agents Enhance property photos with better lighting and staging for listings.

What it does

This Actor takes your uploaded images and generates studio-style renders based on your chosen subject, style, background, and lighting parameters.

  • ๐ŸŽฏ Subject-aware optimization: Tell the AI if your image is jewelry, a portrait, food, a car, or one of 28 other types for a tailored render.
  • ๐ŸŽจ Six studio styles: Choose from luxury, classic-photography, editorial, high-contrast, cinematic, or describe your own custom style.
  • ๐Ÿ’ก Professional lighting presets: Apply softbox, spotlight, window light, clamshell, or dramatic lighting, or define a custom setup.
  • ๐Ÿ“ท Full camera control: Set the distance from close-up to far and the angle from eye-level to overhead for the perfect composition.
  • ๐Ÿ–ผ๏ธ Background selection: Pick white, black, grey, smooth, textured, or a custom background to match your brand.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Studio Style Render Generator data

๐Ÿ›๏ธ Standardize product catalogs.

An e-commerce manager uploads a batch of supplier photos, sets the target type to 'product' and background to 'white', and gets back a uniform set of images ready for the store.

๐Ÿ“ธ Upgrade a portrait portfolio.

A photographer uploads a headshot, selects 'portrait' as the target type and 'clamshell' lighting, and receives a studio-lit version for their website.

๐ŸŽฅ Create cinematic social media assets.

A social media manager uploads a product shot, chooses the 'cinematic' style with 'dramatic' lighting and a 'black' background, and gets a bold image for an ad campaign.

๐Ÿ  Enhance real estate listing photos.

An agent uploads a dimly lit interior photo, sets the target to 'real-estate' with 'window' lighting, and receives a bright, inviting image to attract buyers.

Why choose this scraper

What you get
Batch processing Upload up to three images in a single run for consistent styling across a set.
Custom styles Write your own style, background, and lighting descriptions when the presets are not enough.
Creativity control Adjust the temperature slider from faithful reproduction to more artistic interpretation.
No-code interface Run everything from Apify Console with simple dropdowns and file uploads, no API calls required.

How it compares

No other Store actor targets Studio Style Render Generator the same way, so the honest comparison is with the alternatives teams actually weigh.

Studio Style Render Generator Build it in-house By hand
Setup Run it now, zero config Days of engineering None, but hours per pull
When Studio Style Render Generator changes Maintained for you You fix it You re-learn the page
Proxies, retries, anti-bot Built in Your problem Browser only
Output Fixed JSON schema, CSV/Excel export Whatever you build Copy-paste
Cost Pay per result Engineering time Analyst hours

Configure the run

Drive the Actor by uploading one to three images and selecting your desired subject type, style, background, and lighting. Each parameter refines the AI prompt so the output matches your exact brief. The Input tab lists every parameter.

A first run with the defaults:

{
 "inputImages": [
 "https://api.apify.com/v2/key-value-stores/S8l2sknfAAra9YPZ7/records/cat_jewelry_example.webp"
 ],
 "targetType": "jewelry",
 "style": "custom",
 "customStyle": "Photorealistic 3d render style with raycasting shadows",
 "background": "custom",
 "customBackground": "3D Scene clean white enviroment big empty white box",
 "lighting": "none",
 "cameraDistance": "close",
 "cameraAngle": "eye-level",
 "additionalInstructions": "Premium studio-style renders of this jewelry if more than one angle or item put them next to each other.",
 "temperature": 0.1
}

Pricing

Pay-per-result: $0.21 per result collected. You pay only for the results written to your dataset.

Results collected Approximate cost
100 results $21.00
1,000 results $210.00
10,000 results $2100.00

New Apify accounts start with $5 in free credit.

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

  1. Create a free Apify account with $5 in credit.
  2. Open the Studio Style Render Generator.
  3. Set your inputs and any filters, then click Start.
  4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Studio Style Render Generator through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/studio-style-render-generator"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

The generated render looks nothing like my original product.

Lower the Creativity Level to 0.1 or 0.2 to force the AI to stay more faithful to the input. Also, make sure the Target Type correctly describes your subject.

My custom style description is being ignored.

Ensure the Style field is set to 'custom'. If it is set to any other preset like 'luxury', the custom description field is not used.

The background in my render is not what I selected.

Double-check that the Background Style is set to your intended option. If you want a custom background, you must select 'custom' and fill in the Custom Background Description field.

The run fails with an error after I upload my images.

Verify your images are not corrupted and are in a supported format like JPEG or PNG. Also, check that you have not exceeded the maximum of three images.

FAQ

Question Answer
What image formats can I upload? You can upload images in common web formats like JPEG, PNG, and WebP. The file upload field accepts standard image files.
How many images can I process in one run? You can upload between one and three images per run. Each image will be processed with the same settings you choose.
What does the 'Target Type' setting do? It tells the AI what the main subject of your image is, such as jewelry, a portrait, or food. This helps the model apply the most appropriate rendering techniques for that specific subject.
Can I describe my own background instead of using a preset? Yes. Set the Background Style to 'custom' and then write your description in the Custom Background Description field, like 'a marble surface with soft shadows'.
What is the difference between the 'luxury' and 'editorial' styles? The 'luxury' style aims for a high-end, premium product look with rich tones. The 'editorial' style mimics a fashion magazine aesthetic with more dramatic and stylized compositions.
How does the 'Creativity Level' slider work? It controls the AI's temperature. A low value like 0.1 keeps the render very faithful to your original image. A higher value like 0.9 gives the AI more freedom for artistic interpretation.
Will the output image have the same resolution as my input? The output resolution depends on the AI model's generation size, which is optimized for high-quality renders. It may not match the input pixel dimensions exactly.
Can I use this for generating images of people for professional headshots? Yes. Select 'headshot' or 'portrait' as the Target Type and choose a lighting setup like 'clamshell' for a professional result.

Related actors

Browse the full ParseForge collection for more scrapers.

๐Ÿ†˜ Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

โš ๏ธ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Apify. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.

Input

FieldTypeWhat it doesDefault
inputImages required array Upload 1-3 images to transform into professional studio-style renders. Supports product photos, portraits, or any images you want to enhance. ["https://api.apify.com/v2/key-value-sto
targetType string (29 options) Select what type of subject is in your image. This helps the AI optimize the render for your specific use case. jewelry
style string (7 options) Choose the studio render style: 'luxury' for high-end premium look, 'classic-photography' for neutral timeless style, 'editorial' for fashion magazine aesthetic, 'high-contrast' for bold dramatic look, 'cinematic' for movie poster style, 'custom' for your own description, or 'none' to let AI decide. custom
customStyle string Describe your custom style (only used when Style is set to 'custom'). Photorealistic 3d render style with rayc
background string (7 options) Type of studio background: 'white' for clean e-commerce, 'black' for dramatic, 'grey' for neutral, 'seamless' for gradient, 'textured' for premium look, 'custom' for your own description, or 'none' to let AI decide. custom
customBackground string Describe your custom background (only used when Background is set to 'custom'). 3D Scene clean white enviroment big empt
lighting string (7 options) Professional lighting setup: 'softbox' for even diffused light, 'spotlight' for focused dramatic light, 'window' for natural daylight look, 'clamshell' for beauty/portrait lighting, 'dramatic' for high contrast shadows, 'custom' for your own description, or 'none' to let AI decide. none
customLighting string Describe your custom lighting setup (only used when Lighting is set to 'custom'). not set
cameraDistance string (4 options) Distance from subject: 'close' for detailed close-up, 'medium' for standard product/portrait shot, 'far' for full-body or environmental context, or 'none' to let AI decide. close
cameraAngle string (6 options) Camera perspective: 'eye-level' for natural view, 'high-angle' looking down, 'low-angle' looking up for power/drama, 'side' for profile view, 'overhead' for flat-lay/top-down, or 'none' to let AI decide. eye-level
additionalInstructions string Optional: Add any specific instructions or details for your studio render (e.g., 'add subtle reflections', 'emphasize texture', 'warm color tones'). Premium studio-style renders of this jew
temperature number Controls how creative the AI is with the render (0.0 to 1.0). Lower values = more faithful to input, higher values = more artistic interpretation. 0.1

Pricing

from $210.00 per 1,000 results

Charged forWhat it isPrice each
Actor Start Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event). $0.001 to $0.002
result Single result in the default dataset. $0.21

Tiered: the lower figure is the price on a higher Apify plan. Billing and the free credit live on Apify.

API

One POST returns the dataset directly. Same shape for every scraper in the library, so swapping the slug is the only change.

POST ยท run and get results
curl -X POST "https://api.apify.com/v2/acts/parseforge~studio-style-render-generator/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "helloWorld": 123
  }'

Examples

Input that runs as-is.

input.json
{
  "helloWorld": 123
}

Reviews

Rated 5.0 out of 5 across 2 reviews. Read them on Apify.

Issues

We build and maintain this scraper, so a problem with it comes to us. Report it on the Apify listing and the thread stays attached to the scraper where the next person can find it: open an issue.

Broken and urgent, or you would rather not post in public? Write to parseforge@protonmail.com and it reaches the people who wrote it.

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