boru0713/ms-item-search

MapleStory Item Search

Upload an inventory screenshot to automatically identify item names using CLIP-based image similarity.

How to Use

1. 1.Take a screenshot of your MapleStory inventory
2. 2.Upload it to the app
3. 3.Click "Search" to identify all items

Technical Details

• —Model: Jina CLIP v2 (256-dimensional embeddings)
• —Database: ~27,000 MapleStory cash items
• —Detection: Automatic grid detection using projection analysis

Features

• —Automatic inventory grid detection
• —Empty cell filtering
• —CLIP-based semantic image search
• —Side-by-side comparison view

Limitations

• —Works best with standard MapleStory inventory screenshots
• —Cash items only (no regular equipment)
• —Screenshot should have clear, unobstructed item cells