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README.md

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+# 🟦 slab.ai
+
+**AI-powered authentication and grading for trading cards**
+
+---
+
+### 🔍 What We Do
+We’re building an end-to-end computer vision platform that empowers collectors, sellers, shops, and marketplaces with accurate, explainable grading and verification tools. Our system combines machine learning, tamper-evident slabs, and hybrid HITL workflows to ensure trust and transparency in the collectibles space.
+
+---
+
+### 🚀 Featured Repos
+- [`slabvit`](https://huggingface.co/slab-ai/slabvit) – Vision Transformer-based grading model
+- [`slab-preprocessing`](https://huggingface.co/slab-ai/slab-preprocessing) – Image cleanup and alignment pipeline
+- [`slab-text`](https://huggingface.co/slab-ai/slab-text) – Natural language report generation
+
+---
+
+### 🧠 Grading Pipeline Highlights
+- Preprocessing for edge detection, centering, and surface damage  
+- ViT-based model inference for multi-label scoring  
+- Firebase-backed versioned report generation with tamper detection  
+- HITL audit review, escalation, and override capabilities  
+
+---
+
+### 🌐 Links
+- 🔗 [Website](https://slab-ai.com)  
+- 🧪 [Model Cards](https://huggingface.co/slab-ai)  
+- 🛠️ [Label Studio Integration (WIP)](https://labelstud.io)  
+- 💬 Discord: coming soon  
+
+---
+
+### 👥 Join Us
+We’re actively developing across mobile, backend, and AI infrastructure. If you’re interested in contributing or collaborating, reach out through our website or follow us here on Hugging Face.
+
+---
+
+© slab.ai 2025