♻️ A.R.I.S. — Automated Recycling Identification System
Every dead device still contains value.
Upload a photo of discarded electronics and A.R.I.S. will:
- Identify the device type
- Detect visible PCB components
- Predict hidden recoverable parts
- Score repairability and recommend action
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🏗️ Architecture
| Stage | Model | Task |
|---|---|---|
| A: Device Detection | SigLIP (zero-shot) | Image Classification |
| B: PCB Detection | OWLv2 (zero-shot) | Object Detection |
| C: Hidden Parts | Knowledge Graph (16 devices, 200+ components) | Prediction |
| D: Repairability | Hybrid Score Engine | Scoring |
Built with 🤗 Hugging Face Transformers