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Update README with custom Muse:Eye documentation
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README.md
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---
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title: "Muse:Eye β On-device Multimodal XR Docent"
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emoji: π¨
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colorFrom: blue
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colorTo: purple
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sdk: other
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pipeline_tag: other
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tags:
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- multimodal
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- XR
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- on-device
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- tflite
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- mobileclip
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- android
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- unity
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- RAG
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- museum-tech
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---
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# Muse:Eye
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**On-device Multimodal AI + XR Museum Docent for Android**
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Muse:Eyeλ **μΉ΄λ©λΌ κΈ°λ° μν μΈμ(MobileCLIP)**,
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**μ¨λλ°μ΄μ€ LLM(Gemma-3N)**,
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**XR μΈν°λμ
(Unity MR)**
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μ κ²°ν©ν νμ΄λΈλ¦¬λ AI λμ¨νΈ μμ€ν
μ
λλ€.
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μ€νλΌμΈ νκ²½μμλ λΉ λ₯Έ μ΄λ―Έμ§ κ²μ,
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λ©νλ°μ΄ν° κΈ°λ° RAG,
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μ±μΈ/μ΄λ¦°μ΄/μ λ¬Έκ° λͺ¨λ μ€λͺ
μ κ³΅μ΄ κ°λ₯ν©λλ€.
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---
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# β¨ Features
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### 1) β‘ On-device AI (No Internet Required)
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- MobileCLIP (TFLite) μ΄λ―Έμ§ μλ² λ©
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- μν μ μ¬λ κ²μ (FAISS β custom `.bin` index)
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- Gemma-3N μ¨λλ°μ΄μ€ LLM
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### 2) πΌ Artwork Recognition
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- μΉ΄λ©λΌ μΈμ β μ¦μ embedding μΆμΆ
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- RAG κΈ°λ° μνΒ·μκ° μ€λͺ
μμ±
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### 3) πΆπ§β𦳠Three Docent Modes
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- μ΄λ¦°μ΄ λͺ¨λ
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- μ±μΈ λͺ¨λ
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- μ λ¬Έκ° λͺ¨λ
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### 4) π₯½ XR Integrated
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- Unity + Android Studio ν΅ν©
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- MR λͺ¨λμμ 3D UI λ° μμ± μλ΄ μ 곡
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---
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# π System Architecture
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Muse:Eyeλ λ κ°μ§ μ€ν λͺ¨λλ₯Ό μ§μν©λλ€:
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- **Mobile Mode (On-device AI)** β μμ μ€νλΌμΈ
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- **XR/MR Mode (Cloud Multimodal AI)** β Unity κΈ°λ° MR + Cloud API
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---
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## π± A. Mobile Mode (On-device AI)
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```plaintext
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Mobile App (Android)
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β
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βββ Camera Input
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β
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βββ MobileCLIP (TFLite)
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β ββ on-device embedding (512-d)
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β
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βββ Embedding Index (.bin)
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β ββ cosine similarity search (offline)
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β
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βββ Local Metadata RAG
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β ββ artwork metadata lookup
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β
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βββ Gemma-3N On-device LLM
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β ββ adult / child / expert explanation
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β
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βββ Android TTS
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```
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---
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## π₯½ B. XR/MR Mode (Cloud Multimodal AI)
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```plaintext
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Unity XR App (MR View)
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β
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βββ MR Camera (RenderTexture)
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β
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βββ JNI Bridge β Android
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β ββ frame bytes μ λ¬
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β
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βββ Cloud Multimodal API (Gemini)
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β ββ artwork analysis
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β ββ style / meaning extraction
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β ββ multimodal reasoning
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β
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βββ Cloud PromptManager
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β ββ μ΄λ¦°μ΄ λͺ¨λ
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β ββ μ±μΈ λͺ¨λ
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β ββ μ λ¬Έκ° λͺ¨λ
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β
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βββ Unity 3D UI + Android TTS
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ββ floating info panel
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βββ 3D guide elements
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βββ audio output
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```
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