MTG Card Segmentation with YOLO11
Overview:
This repository contains a custom-trained YOLO11 model for segmenting high-resolution Magic: The Gathering card scans. The model is trained to detect 7 key card elements:
- card_title
- card_art
- card_type
- card_set_symbol
- card_mana_cost
- card_oracle_text
- card_power_toughness
Model Overview
The model accurately locates and segments the critical graphical elements of MTG cards. Trained on annotated high-resolution scans, it can detect these segments in new images with high precision, enabling automated analysis and digital processing of card graphics.
Training Results
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Model tree for JakeTurner616/mtg-card-segmentation-yolo11
Base model
Ultralytics/YOLO11