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smoham/halal-beauty-ingredient-classifier

sourceHugging Faceupdated 5mo agoView on Hugging Face

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App README

🌙 Halal Beauty Ingredient Classifier

Upload a photo of a product ingredient label or paste the ingredient list → get per-ingredient halal compliance analysis with reasoning.

Features

—📸 Photo OCR — Snap a photo of any ingredient label, AI reads and classifies every ingredient
—📝 Text Input — Paste ingredients directly for instant analysis
—🔍 Per-ingredient analysis — Each ingredient classified as ✅ Halal / ⚠️ Questionable / ❌ Non-Compliant
—💡 Detailed reasoning — Explains WHY each ingredient has its classification
—📊 Summary & recommendations — Overall verdict with actionable next steps

Classification Categories

Status	Meaning	Examples
✅ Halal	Clearly permissible	Water, plant oils, minerals, synthetic ingredients
⚠️ Questionable	Source-dependent	Glycerin, stearic acid, collagen (depends on animal/plant source)
❌ Non-Compliant	Clearly impermissible	Carmine, porcine gelatin, alcohol denat., lard

How It Works

Powered by Qwen2.5-VL-72B-Instruct — a vision-language model that handles both OCR (reading ingredient labels from photos) and halal classification reasoning, guided by a comprehensive knowledge base of Islamic jurisprudence on cosmetic ingredients.

⚠️ Disclaimer

This tool provides AI-assisted analysis for educational purposes only. It is NOT a substitute for official halal certification. For definitive rulings, consult a qualified Islamic scholar or recognized halal certification body (e.g., JAKIM, MUI, IFANCA, HFA).