toyoildata 0.3.0

Synthetic segmentation data with given TP, FP and FN small instances for visualization and testing of pipelines and metrics.

ToyOilData

Synthetic segmentation data with given TP, FP and FN small instances for visualization and testing of pipelines and metrics.

Installation

With uv

uv add toyoildata

With pip

pip install toyoildata

Example Usage

from toydata import ToyOilSpillDataset
import matplotlib.pyplot as plt

## init dataset
ds = ToyOilSpillDataset()

## get a sample
img, pred, label = ds[0]
print(img.shape, pred.shape, label.shape)

## show examples from the dataset to understand the data
ds.show_examples()
plt.show()

Development Notes

Install (assuming you have uv installed)

1. git clone <repo>
2. cd <repo>
3. uv sync

Publish

1. Make sure you have the following environment variables set:

   • UV_PUBLISH_URL
   • UV_PUBLISH_TOKEN I have defined this in .zshrc. Note sure if this is really the best way, but it works and does not reveal the token in the repo.

uv build
uv publish