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๐ŸŽด 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).


๐Ÿ“Š 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

โšก 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"

๐Ÿ› ๏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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