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---
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title: Arabic Sign Language Interpreter
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emoji: 🤟
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colorFrom: green
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colorTo: blue
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sdk: docker
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pinned: false
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license: mit
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app_port: 8000
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---
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# Arabic Sign Language Interpreter API v2.0
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REST API لتفسير لغة الإشارة العربية — يقبل صورة يد ويرجع الحرف أو الرقم المقابل.
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---
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## البايبلاين
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```
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Image Input
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──► YOLO Detection (crop the hand)
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──► WiLoR 3D Pose (extract 3D joints + MANO params)
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──► Stage-1: classifier.pkl → "letter" or "number"?
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──► Stage-2: MLP_letters.pkl → specific Arabic letter
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OR MLP_numbers.pkl → specific digit
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──► JSON Response
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```
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---
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## الـ Endpoints
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### `GET /`
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Health check.
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### `POST /predict`
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الـ endpoint الرئيسي.
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**Request:** `multipart/form-data` — حقل `file` يحتوي على صورة اليد.
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**Response:**
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```json
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{
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"sign": "ب",
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"sign_confidence": 0.9731,
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"category": "letter",
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"category_confidence": 0.9812,
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"hand_side": "right",
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"bbox": [120, 85, 340, 310],
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"mode": "full"
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}
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```
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### `POST /predict_with_skeleton`
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نفس `/predict` + مفاصل اليد 3D + crop بـ base64.
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### `GET /info`
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معلومات تشخيصية عن الـ runtime.
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---
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## متطلبات الذاكرة
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| Mode | RAM تقريبي | الدقة |
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|-----------|-------------|---------|
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| full | 1.1–2.5 GB | الأعلى |
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| quantized | 600MB–1.2GB | عالية |
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| lightweight | ~50 MB | متوسطة |
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> الـ Space بيشتغل بـ `MODE=full` بشكل افتراضي. غيّريه من متغيرات البيئة في إعدادات الـ Space.
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