Python bindings for ringgrid detector

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  • License: Apache Software License, MIT License (MIT OR Apache-2.0)
  • Author: Vitaly Vorobyev
  • Requires: Python >=3.10
  • Provides-Extra: viz
Classifiers
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Project description

ringgrid (Python)

Python bindings for the ringgrid detector, powered by PyO3 + maturin.

Install (from source)

pip install maturin
maturin develop -m crates/ringgrid-py/Cargo.toml --release

Features

  • Native Detector API with NumPy input support
  • Full DetectionResult model objects with JSON round-trips
  • Optional plotting helpers in ringgrid.viz (pip install ringgrid[viz])

Input Rules

  • Detector.detect(...) accepts:
    • np.ndarray with dtype=uint8 and shape (H, W) (grayscale)
    • np.ndarray with dtype=uint8 and shape (H, W, 3|4) (RGB/RGBA, auto-converted to grayscale)
    • image file path (str or pathlib.Path)
  • Other dtypes/shapes raise TypeError.

Examples

Run from repository root after maturin develop:

python crates/ringgrid-py/examples/basic_detect.py \
  --image testdata/target_3_split_00.png \
  --out testdata/target_3_split_00_det_py.json

python crates/ringgrid-py/examples/detect_with_camera.py \
  --image testdata/target_3_split_00.png \
  --out testdata/target_3_split_00_det_cam_py.json

Plotting example (requires matplotlib extra):

pip install -e crates/ringgrid-py[viz]
python crates/ringgrid-py/examples/plot_detection.py \
  --image testdata/target_3_split_00.png \
  --out testdata/target_3_split_00_overlay_py.png

Project details

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  • License: Apache Software License, MIT License (MIT OR Apache-2.0)
  • Author: Vitaly Vorobyev
  • Requires: Python >=3.10
  • Provides-Extra: viz
Classifiers

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0.6.0

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