| | --- |
| | language: |
| | - en |
| | base_model: |
| | - Lightricks/LTX-2.3 |
| | - Tongyi-MAI/Z-Image-Turbo |
| | - black-forest-labs/FLUX.2-klein-9B |
| | - tencent/HunyuanVideo-Foley |
| | - Qwen/Qwen3-TTS-12Hz-1.7B-CustomVoice |
| | - Qwen/Qwen3-TTS-12Hz-1.7B-VoiceDesign |
| | - Qwen/Qwen3-TTS-12Hz-1.7B-Base |
| | pipeline_tag: text-to-image |
| |
|
| | --- |
| | <p align="center"> |
| | <img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/YJHpzH436J828nNymCNk7.png" |
| | width="600" /> |
| | </p> |
| | |
| | <p align="center"> |
| | <strong>Full creative production suite that runs entirely on your GPU.</strong><br/> |
| | No cloud. No API keys. No subscriptions. Every model runs on-device. |
| | </p> |
| | |
| | <p align="center"> |
| | <a |
| | href="https://www.notion.so/Visione-Technical-Documentation-3194a74185bb8015b154e234606497e2">Documentation</a> |
| | </p> |
| | |
| | --- |
| |
|
| | ## Why Visione |
| |
|
| | Most AI creative tools are fragmented: one app for image gen, another for video, another for audio, each with its |
| | own cloud dependency and pricing tier. Visione puts the entire pipeline — from concept to final export — inside a |
| | single desktop application that runs on a consumer NVIDIA GPU (16GB VRAM). |
| |
|
| | You own your hardware, your models, and your outputs. Nothing is transmitted externally. Ever. |
| |
|
| | <table align="center"><tr> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/X0pIezsKwIRl-Guw3k58 |
| | A.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/X0pIezsKwIRl-Guw3k58A.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/euOPxXTNWxjmRl-C88uU |
| | 2.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/euOPxXTNWxjmRl-C88uU2.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/lW_zGi1O8HblIoamV0RL |
| | r.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/lW_zGi1O8HblIoamV0RLr.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/qKWonqa8ZQvl3CTdD0Pj |
| | e.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/qKWonqa8ZQvl3CTdD0Pje.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/IjNbVVpnLepr9NI8cdxA |
| | 3.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/IjNbVVpnLepr9NI8cdxA3.png" |
| | width="300" /></a></td> |
| | </tr></table> |
| | |
| | --- |
| |
|
| | ## What You Can Do |
| |
|
| | | Component | Description | |
| | |---|---| |
| | | **Imagine** | Text-to-image generation with 90+ style LoRAs across 3 model tiers (Z-Image Turbo, Klein 9B). Character `@mentions` for consistent subjects. | |
| | | **Animate** | Image-to-video and text-to-video via LTX 2.3. 5 workflow modes: standard I2V/T2V, Best 3-stage, first-last-frame, audio-conditioned. | |
| | | **Retouch** | Full image editor — inpainting, upscaling, reframing, face swap (InsightFace + FaceFusion), background removal, LUT color grading, optical realism effects, multi-reference compositing, and smart selection (SAM). | |
| | | **Retexture** | Apply any of 90+ preset styles to existing images via LoRA, or transfer the style of a reference image using depth-conditioned generation. | |
| | | **Enhance** | SeedVR2 video enhancement (3B/7B models), Real-ESRGAN upscaling, and RIFE frame interpolation. | |
| | | **Storyboard** | 12-stage AI filmmaking pipeline: concept development with multi-agent LLM collaboration, character library, shot-by-shot generation, and ZIP export. | |
| | | **Sound Studio** | ACE-Step music generation, Qwen3-TTS voiceover (28 preset voices + clone + design), and HunyuanVideo-Foley for video-to-audio. | |
| | | **Characters** | Persistent character library with full-body 5-shot reference generation for visual consistency across shots and components. | |
| | | **Styles** | Browse and install LoRAs from CivitAI directly inside the app. Manage custom styles with per-preset strength tuning. | |
| | | **Gallery** | Unified asset browser across all components with metadata, output modal, and send-to integration for cross-component workflows. | |
| |
|
| | <table align="center"><tr> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/No1ABmspTrCWqpvsukaf |
| | Q.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/No1ABmspTrCWqpvsukafQ.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/mXVAiuj8Vpik0a_UNREI |
| | U.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/mXVAiuj8Vpik0a_UNREIU.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/Gmzmavqm9antFHYsbl4K |
| | a.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/Gmzmavqm9antFHYsbl4Ka.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/BbYSmMGcXZENjW-LBiIU |
| | z.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/BbYSmMGcXZENjW-LBiIUz.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/jcy5-_cKf0oa_Utf3ZXb |
| | K.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/jcy5-_cKf0oa_Utf3ZXbK.png" |
| | width="300" /></a></td> |
| | </tr></table> |
| | |
| | --- |
| |
|
| | ## Key Features |
| |
|
| | - **90+ style presets** — LoRA-based styles spanning cinematic, illustration, animation, photography, design, and |
| | artist-specific looks. Browse and install more from CivitAI directly inside the app. |
| | - **Character consistency** — Generate a persistent character once, then reference them by name across Imagine, |
| | Retouch, and Storyboard with `@mentions`. |
| | - **Smart VRAM management** — Models load and unload sequentially to fit within 16GB. One active model at a time, |
| | no manual memory management needed. |
| | - **Multilingual UI** — English, Italian, Spanish, French, German. (COMING SOON) |
| | - **Local LLM + VLM** — Qwen3.5-4B handles prompt enhancement, image captioning, and storyboard agents. Falls back |
| | to Llama 3.2 3B on CPU if needed. No external API calls. |
| | - **Optical realism** — Client-side film emulation: grain, halation, vignette, pro-mist, chromatic aberration, |
| | highlight roll-off, color temperature and tint. |
| |
|
| | --- |
| |
|
| | ## Architecture |
| |
|
| | Visione is a local client-server desktop app. The React frontend talks to a FastAPI backend over localhost; |
| | real-time progress streams via SSE. Heavy inference runs in-process (diffusers/PyTorch) or through a headless |
| | ComfyUI subprocess for video pipelines. The Tauri 2 shell wraps it as a native window and manages the backend |
| | lifecycle. |
| |
|
| | Models are shared across components wherever possible — the same image generation backbone serves Imagine, |
| | Retouch, Retexture, and Storyboard. All assets, models, and outputs stay on local storage. |
| |
|
| | **Stack:** Python 3.12 + FastAPI + SSE / React 18 + TypeScript + Zustand / Tauri 2 / ComfyUI headless / PyTorch |
| | 2.7 + CUDA |
| |
|
| | <table align="center"><tr> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/7_CDVBV6B08IosFIkr5j |
| | q.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/7_CDVBV6B08IosFIkr5jq.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/fRhZcUYtK_TE8uIlXyPH |
| | -.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/fRhZcUYtK_TE8uIlXyPH-.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/B1J7kJuRPiPY12-Wja0j |
| | W.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/B1J7kJuRPiPY12-Wja0jW.png" |
| | width="300" /></a></td> |
| | <td><a href="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/MXtHgy7hlq9YZVaQED_W |
| | A.png"><img |
| | src="https://cdn-uploads.huggingface.co/production/uploads/695017bb0c3fc8b9c78497e9/MXtHgy7hlq9YZVaQED_WA.png" |
| | width="300" /></a></td> |
| | </tr></table> |
| | |
| | --- |
| |
|
| | ## Hardware Requirements |
| |
|
| | | | Minimum | Recommended | |
| | |---|---|---| |
| | | **GPU** | NVIDIA 12GB VRAM (RTX 3060) | NVIDIA 16GB VRAM (RTX 4080) | |
| | | **RAM** | 16GB | 32GB | |
| | | **Storage** | ~50GB (core models) | ~210GB (all models) | |
| | | **OS** | Windows 10/11 | Windows 11 | |
| |
|
| | --- |
| |
|
| | ## License |
| |
|
| | MIT |
| |
|
| | --- |
| | license: mit |
| | tags: |
| | - art |
| | - agent |
| | - image-generation |
| | - video-generation |
| | - text-to-image |
| | - text-to-video |
| | - style-transfer |
| | - image-editing |
| | - tts |
| | - local-inference |
| | --- |
