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Sudhir01/photo-to-gcode

sourceHugging Faceupdated 9d agoView on Hugging Face

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App README

Photo to G-Code

A hosted web app: upload a photo, set your stock/bit parameters, and get downloadable roughing + finishing G-code for CNC relief carving. Depth estimation runs via Depth Anything V2 (through Hugging Face Transformers, so no manual checkpoint download is needed - the model downloads automatically the first time it's used).

Anyone with the Space's URL can use it - no local install required on their end.

Speed / hardware notes

—The free CPU tier works but depth estimation on CPU takes anywhere from several seconds to under a minute per image, depending on model size and image resolution. The "Small" model (selected by default in the app) is the fastest option.
—If you or others will use this regularly and want faster response, Hugging Face Spaces offers paid GPU tiers you can switch to anytime from the Space's Settings tab - no code changes needed.
—The Space "sleeps" after a period of inactivity on the free tier and takes a bit to wake back up on the next visit - normal behavior, not a bug.

Files

—app.py - the Gradio web app (depth estimation + G-code generation)
—carver_core.py - the roughing/finishing G-code generation logic
—requirements.txt - Python dependencies for the Space to install