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๐ด Card Tracker Master Visual Vector Catalogs
This repository hosts official, pre-computed 768-dimensional visual vector embeddings for the Card Tracker zero-limits standalone card scanning and identification platform.
Generated completely for free on local hardware using open-source reference imagery and local Vision Transformers (google/vit-base-patch16-224 / ViT-Large).
๐ Hosted Catalog Snapshots
| Snapshot File | Genre | Catalog Scope | Vectors | Metric |
|---|---|---|---|---|
pokemon.snapshot |
Pokรฉmon TCG | Base Set Holos & 1st Edition, Jungle, Fossil, Neo, Team Rocket, Modern Sets (TCGdex) | 768-d |
Cosine |
โก 1-Click Mounting in Card Tracker
To mount any of these catalogs into your local Card Tracker instance without re-computing vectors:
# 1. Set repository source in your environment:
export CARD_TRACKER_HF_REPO="Bhunt131/card-tracker-catalogs"
# 2. Mount via Card Tracker Web Dashboard (Snapshots Panel) or Terminal:
curl -X POST "http://localhost:8080/api/snapshots/mtg/mount"
curl -X POST "http://localhost:8080/api/snapshots/pokemon/mount"
curl -X POST "http://localhost:8080/api/snapshots/sports/mount"
curl -X POST "http://localhost:8080/api/snapshots/yugioh/mount"
๐ ๏ธ Architecture & Specifications
- Embedding Model:
google/vit-base-patch16-224(Vision Transformer CLS-token feature extractor) - Vector Dimension:
768(L2 Normalized,norm = 1.0) - Search Method: Forced Exact Brute-Force Cosine Similarity (
exact=True) in embedded Qdrant Core - Database Engine: Memory-Mapped (MMAP) local Qdrant collections
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