2026 · Solo · Personal project

BDO Crafting Lab — Helper + Scanner

Two-piece Black Desert Online crafting workflow. bdocraftinglab.com — inventory-based recipe matcher for Cooking & Alchemy. Node.js + Express 5 on Vercel, vanilla JS front end, ~2,500-recipe SQLite dataset loaded in-memory via sql.js, substitution-aware matching, TR/EN i18n. Companion Inventory Scanner — Python service that turns inventory screenshots into structured JSON. Identifies items by NCC template matching + MobileNetV3 CNN embeddings against ~48K Codex icons (~91% match rate), and reads stack quantities by OCR (96.6% on a hand-labelled benchmark). Flask API in Docker, plugged directly into the site's /api/scan endpoint.