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Idol SDK
Idol SDK is an AI tool that converts a single input image into a 3D Gaussian splat model.
Idol is an open-source software model that turns a single picture of an object into a 3D Gaussian splat with up to 1,048,576 Gaussians. It processes synthetic or real photographs by automatically removing backgrounds, cropping objects, and generating unseen sides. Built using DINOv3, FLUX.2 VAE, and BiRefNet components, the software runs locally on consumer GPUs and requires approximately 7.2 GB of peak VRAM. Users can interact with it via a Python API or a Gradio demo interface. It outputs standard 3DGS .ply files along with processed input images and predicted camera data.
Idol SDK at a glance
- Best for: Designer
- Runs on: API, self-hosted, open source
- Pricing: Free
- Released: October 2026
- Category: AI image tool
- Website: github.com/speridlabs/idol-sdk
Key features
- Converts single images to 3D Gaussian splats
- Removes backgrounds using BiRefNet
- Generates 32,768 to 1,048,576 Gaussians
- Supports synthetic and real photo modes
- Provides a Python API
- Includes a Gradio demo interface
- Outputs standard 3DGS .ply files
Use it for
- Converting product photos into 3D Gaussian splats
- Generating 3D models from AI-generated images
- Creating 3D assets for viewing in splat viewers
- Running local 3D generation on consumer GPUs
Alternatives to Idol SDK
- Photos to Gaussian Splats — Runs entirely in your browser without sending photos anywhere.
- SD.Next — Supports dozens of models and advanced quantization for low VRAM usage.
- Leonardo — Generates images and videos with custom AI models and real-time canvas tools.
- Ooosplat — Runs entirely on local hardware without uploading files to cloud services.
- Doop — Design side by side with AI agents on a shared, live canvas.
- Modly — Generates 3D models locally on your GPU for free without cloud processing.
- Recraft — Generates true editable vectors and reusable brand styles
- PoseForge — Keeps character libraries and generation history stored locally while supporting multiple AI backends.
- Generated Photos — Access to millions of diverse, copyright-free AI-generated humans.
- starryai — Provides daily free images without watermarks and full ownership.
- Segmentit — Converts everyday 2D photos into 3D objects with distinct silhouettes and details.
- 澜姿 — Generates custom images using pose libraries and community models.
All Idol SDK alternatives