ryanxingql / pythonutils

My Python scripts.

Python Utilities

Python toolbox based on Python 3, PyTorch and OpenCV-Python.

📓 [Wiki]

📧 Feel free to contact: [e-mail].

0. Archive

• v2: add new functions; improve efficiency; not compatible with v1.
• v1: the first formal version.

1. Content

• algorithm: a basis class of deep-learning algorithms.
• conversion: common-used tools for format/color space conversion, e.g., YCbCr <-> RGB conversion.
• dataset: basic datasets and common-used functions, e.g., LMDB dataset.
• deep learning: common-used tools for deep learning, e.g., multi-processing.
• metrics: common-used metrics, e.g., PSNR.
• network: a basis class of deep-learning networks.
• system: common-used tools for system manipulation, e.g., return formatted time data.

2. Principle

• In default, an image is a NUMPY array with the size being (H W C) and the data type being np.uint8.
• In default, an image input is first copied then processed; a tensor input is [.cpu()].detach().clone() then processed.

3. License

We adopt Apache License v2.0. For other licenses, please refer to BasicSR.

If you find this repository helpful, you may cite:

@misc{2021xing,
  author = {Qunliang Xing},
  title = {Python Utils},
  howpublished = "\url{https://github.com/ryanxingql/pythonutils}",
  year = {2021},
  note = "[Online; accessed 11-April-2021]"
}