conradry/copy-paste-aug
A PyTorch-compatible copy-paste augmentation library for instance segmentation and object detection training pipelines.
Not currently ranked — collecting fresh signals.
star history
This repository provides an implementation of copy-paste data augmentation, a technique from a research paper that pastes objects from one image onto another to increase training data diversity. The library integrates with albumentations and works with torchvision datasets, handling images, masks, and bounding boxes. It is designed to be used during the training of instance segmentation and object detection models.
Frequently asked
- What is conradry/copy-paste-aug?
- A PyTorch-compatible copy-paste augmentation library for instance segmentation and object detection training pipelines.
- Is copy-paste-aug open source?
- Yes — conradry/copy-paste-aug is open source, released under the MIT license.
- What language is copy-paste-aug written in?
- conradry/copy-paste-aug is primarily written in Jupyter Notebook.
- How popular is copy-paste-aug?
- conradry/copy-paste-aug has 571 stars on GitHub.
- Where can I find copy-paste-aug?
- conradry/copy-paste-aug is on GitHub at https://github.com/conradry/copy-paste-aug.