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A custom image-generation pipeline with a trained LoRA model that locks a character's face and body across unlimited scenes and poses. Includes curated dataset preparation and custom LoRA training on Stable Diffusion XL, driven through an automated ComfyUI workflow — plus a from-scratch AMD/ZLUDA GPU setup.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Our new favorite workflow: Blender blockout to AI render. Check it out 👇
View the full case study here: https://jzcreates.com/coastal-residence/
For our latest portfolio project, Coastal Residence, we developed a workflow that combines 3D previs in Blender with AI image generation to give us much more control over the final result.
We first built the entire property as a rough 3D block-out in Blender.
The models themselves don’t need to be beautiful.
They’re there to establish the important things: architecture, scale, room layouts, furniture placement, camera position, lens, composition, and perspective.
Once the shots are locked, those rough Blender frames become the foundation for the final AI-generated images.
Blender controls the structure. AI creates the finish.
This gives our team the ability to art direct each shot before generating the final visual, while keeping the property much more consistent from image to image.
And because everything begins with the same 3D environment, that one model can become much more than a set of still images.
For Coastal Residence, we used the workflow to create photoreal renders, floor plans, cinematic video, property walkthroughs, and AI agent-led tours.
We’re attaching a before-and-after video showing the transformation from the original Blender block-outs to the finished visuals.
Stay creative 🎨
Introducing Frame & Form Studio 📸 — A smarter way to turn customer inquiries into confirmed bookings.
Built for a photography studio in Ahmedabad, this project reimagines how small businesses manage appointments without endless messages, manual scheduling, and missed follow-ups.
✨ What I built:
→ Seamless appointment booking
→ Availability-based scheduling
→ Booking confirmations
→ Centralized owner dashboard
→ Appointment and inquiry management
The goal? Less administrative work for the owner and a smoother booking experience for every customer.
Built with Lovable for the Contra × Lovable Challenge.
🔗 Live Demo: https://pixel-perfect-display-0217.lovable.app/
Mirra: :. ✂️✨
75% of people have experienced post-haircut regret because words don't translate into cuts.
With Mirra, you visualize your next hairstyle in realistic AI (or SI 😃) across 5 head angles, turn it into a practical brief for your stylist, and book & pay seamlessly in one tap with stripe. No surprises. No miscommunication. Just the exact cut you walked in expecting.
Built 100% on Lovable 😍. Try it Watch the walkthrough below! 👇