AI Sky Replacement for Real Estate Photos
Turn cloudy shoot days into sunny blue-sky listings. Automatically replace dull skies and balance exterior exposure.
How Sky Replacement API Works
Overcast weather on shoot days reduces listing click-through rates. The PropLabs Sky Replacement API isolates rooflines, trees, and window reflections to swap dull skies for crisp, sunny blue skies or high-converting dusk twilights.
Technical Constraints & Capabilities
- Sub-pixel roofline, chimney, and tree foliage edge detection
- Automatic window reflection & exterior ambient lighting color grading
- Multiple sky styles: Sunny Blue Sky, Soft Afternoon Clouds, Golden Hour Twilight
- Water reflection matching for pool & waterfront properties
- Instant turnaround for real estate photographers
Target Industry Use Cases
- Overcast weather shoot correction
- Twilight / Dusk photo transformation
- Exterior hero photo optimization
- Automated batch sky replacement APIs
Integrate Sky Replacement via API
Send image payloads programmatically and receive high-resolution outputs in seconds.
curl -X POST "https://api.proplabs.ai/v1/workflow/virtual-staging" \
-H "Authorization: Bearer proplabs_live_sk_8f920a1b" \
-H "Content-Type: application/json" \
-d '{
"image_url": "https://assets.your-saas.com/raw/listing_104_living.jpg",
"style": "modern_luxury",
"room_type": "living_room",
"webhook_url": "https://your-saas.com/api/webhooks/staged"
}'Sky Replacement Frequently Asked Questions
Does PropLabs have an API?
Yes. PropLabs is built from the ground up as a developer-first REST API. Platforms, SaaS applications, listing portals, and photography businesses can integrate our production AI workflows with custom API keys, webhooks, SDKs, and enterprise SLAs.
What is the PropLabs virtual staging API?
The PropLabs Virtual Staging API allows developers to submit an empty room image and receive a photorealistically furnished listing photo in seconds. The API supports design style selection (Modern, Scandinavian, Luxury, Coastal, etc.) while guaranteeing perspective, window, wall, and floor layout preservation.
Can I integrate PropLabs into my SaaS?
Absolutely. PropLabs is designed for white-label integration into real estate SaaS applications, CRMs, listing platforms, and MLS workflows. Your users remain inside your UI while PropLabs powers the background AI generation.
Can I use PropLabs for virtual staging?
Yes. Virtual staging is one of our six core API capabilities. You can stage living rooms, bedrooms, dining spaces, patios, and commercial offices in multiple architectural styles.
Can PropLabs remove objects from real estate photos?
Yes. The PropLabs Object Removal workflow erases unwanted furniture, clutter, personal items, cables, trash cans, and vehicles from interior and exterior property photographs with natural texture reconstruction.
Can PropLabs renovate a property photo?
Yes. Our AI Renovation capability allows users to visualize modern kitchens, updated bathrooms, new flooring materials, wall refinishing, and fresh paint colors while preserving the original room geometry.
Ready to automate sky replacement?
Get sandbox API keys immediately and process 2,000 images for $300.