SPICE enables complex edits like gesture adjustment, action modification, and object addition with occlusion. SPICE is compatible with major diffusion model UIs (Automatic1111/ComfyUI) and supports popular models like Flux Dev, SDXL, SD1.5, and their variants.

📢 Open Source & Collaboration:

- Full GitHub release this April.

- Early testing available now.

Perfect for smart creative platforms and developers building advanced image processing tools. DM for early test access! 🚀

#AI #ImageEditing #OpenSource #SPICE

Example scenario: Adding a backpack onto a bench. Traditional methods face spatial errors and distortion. SPICE uses a two-stage denoising method to ensure exact object placement every time.

4/ Resolution limits? Not here. SPICE natively handles any resolution—4K, vertical screens, ultra-wide—without cropping or compression. Total creative freedom.

3/ SPICE excels at spatial reasoning. With minimal user prompts, it accurately constructs complex 3D spatial relationships. Precise editing, simplified.

2/ Ever struggled with multi-step image distortion? SPICE enables ultra-long editing—100+ iterations without degradation. Say goodbye to cumulative distortion issues!

1/ SPICE supports diverse artistic styles seamlessly—photorealistic, cartoon, or any LoRA-compatible art style. True cross-style adaptability, no compromises.

Could you further specify your question? The model needs the user to tell it what to edit in the image.

The results in the 4 images are generated with Flux Dev. Since the pipeline is training-free, any model can be used (sdxl, etc.). Also, there is no need for a specific inpainting checkpoint. Such a checkpoint is not currently available for a wide range of base models.

We have done developing an open-source tool that does exactly this. Please refer to my previous posts for examples. The tool will be finalized and released soon.

In fact, @sayash.bsky.social and I have just published an essay with them, where we play our usual role of looking at the evidence and tamping down AI hype and fears instead of playing them up.
knightcolumbia.org/blog/we-look...

(Cross-posted to AI Snake Oil aisnakeoil.com/p/we-looked-...)

buildcognitiveresonance.substack.com/p/who-and-wh...