owl-imdl 0.0.1

IMDL template engine

owl-imdl

Installation (TestPyPI)

Currently, this package is available on TestPyPI. You can install it using the following command:

pip install -i https://test.pypi.org/simple/ owl-imdl

Manual Dependencies

To keep the package lightweight and flexible, this project does not enforce deep learning framework dependencies (to avoid version conflicts).

Please manually install the following dependencies according to your environment before use:

1. PyTorch: Visit pytorch to get the command for your CUDA version.
2. Other Essentials:

pip install numpy Pillow albumentations

Quick Start

Initialize a Project

Run the following command in any directory to generate a training script (e.g., my_project.py):

owl init

The generated template uses example/ as a placeholder dataset directory. Replace it with your own dataset path in actual use.

Dataset Structure

my_dataset/
├── gt/                 # Ground Truth images
├── tp/                 # Tampered/Target images
└── my_dataset.json     # Index file (MUST match the folder name!)

JSON Format (my_dataset.json):

[
  {
    "tp": "tampered_image_01.jpg",
    "gt": "mask_01.png"
  },
  {
    "tp": "tampered_image_02.jpg",
    "gt": "mask_02.png"
  }
]