Python bindings for ringgrid detector

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vitalyvorobyev

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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

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Release history Release notifications | RSS feed

0.6.0

May 19, 2026

0.5.6

Apr 9, 2026

0.5.5

Apr 8, 2026

0.5.4

Apr 7, 2026

0.5.3

Apr 5, 2026

0.5.1

Mar 28, 2026

0.5.0

Mar 12, 2026

0.4.0

Mar 1, 2026

0.3.0

Mar 1, 2026

0.2.7

Feb 28, 2026

This version

0.2.6

Feb 28, 2026

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