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perf: MAX_BASE_TILES=8 + mini-batch inference + fix HF Space config
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README.md
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# SolarFit
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μμ± μ΄λ―Έμ§ κΈ°λ° νμκ΄ λ°μ μ
μ§ μλ λΆμ νλ«νΌ.
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---
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## 무μμ νλκ°
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μ§λμμ μ§μμ μ ννλ©΄ μμ± νμΌμ μλμΌλ‘ λ€μ΄λ‘λνκ³ , AI λͺ¨λΈλ‘ νμκ΄ ν¨λμ νμ§νμ¬ μ€μΉ νν©Β·λ°μ μ©λΒ·μμ 맀μΆμ μ¦μ μ°μΆνλ€.
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---
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## ν΅μ¬ κΈ°μ
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### νμ§ νμ΄νλΌμΈ
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| λ¨κ³ | λ΄μ© |
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|------|------|
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| μμ± νμΌ μμ§ | VWorld Satellite (νκ΅) / Google Maps (κΈλ‘λ² ν΄λ°±) β ZOOM 19 |
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| νμΌ μΈλΆν | 1μ₯μ ZOOM 19 νμΌ(256px)μ 2Γ2λ‘ λΆν β μ ν¨ ν΄μλ ~37mΓ37m |
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| AI μΆλ‘ | DeepSolar-3M (ViT-MAE-Large + LoRA μ΄μ§ λΆλ₯κΈ°) β μΆκ° API νΈμΆ μμ΄ 4Γ μ λ°λ |
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| Region Growing | κ³ μ λ’°λ μλ νμΌμμ BFSλ‘ μΈμ νμ₯ (ML νλ₯ κ²μ΄νΈ + μκ° μ μ¬λ) |
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| ν΄λ¬μ€ν°λ§ | 8λ°©ν₯ BFSλ‘ μΈμ νμ§ νμΌμ λ¨μ§λ³λ‘ κ·Έλ£Ήν |
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### κ²½μ μ± μ°μΆ
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```
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μ©λ(kW) = λ©΄μ (mΒ²) Γ 80 W/mΒ² Γ· 1000
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μ°κ° λ°μ λ(kWh) = μ©λ Γ 1200 kWh/kWp
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μ°κ° 맀μΆ(μ) = λ°μ λ Γ 155 μ/kWh (SMP ~120 + REC ~35)
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```
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### μ£Όμ μ‘°ν
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VWorld μμ§μ€μ½λ© API β νμ§ λ¨μ§ μ€μ¬ μ’ν β μ§λ² μ£Όμ μλ λ°ν
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---
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## μ€ν
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- **λ°±μλ**: FastAPI + PyTorch (DeepSolar-3M) + Pillow + NumPy
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- **νλ‘ νΈμλ**: React + TypeScript + Leaflet (2D) + VWorld WebGL (3D)
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- **μ§λ API**: VWorld WMTS (μμ±), VWorld μμ§μ€μ½λ©
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| `GET /api/search` | μ£ΌμΒ·μ₯μλͺ
κ²μ |
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#
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- 2D/3D μ§λ νμΌ μ€λ²λ μ΄: **μλ£**
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- 37mΓ37m μΈλ° νμ§ (SPLIT=2): **μλ£**
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- λλ©μΈ κ° (λ―Έκ΅ νμ΅ λͺ¨λΈ β νκ΅ λκ·λͺ¨ μ§μν): region growingμΌλ‘ λΆλΆ μν
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title: SolarFit API
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emoji: π
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colorFrom: yellow
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colorTo: red
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sdk: docker
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app_port: 7860
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pinned: false
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# SolarFit API
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μμ± μ΄λ―Έμ§ κΈ°λ° νμκ΄ λ°μ μ
μ§ μλ λΆμ νλ«νΌ.
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