JdeRobot / JdeRobot/DeepLearningStudio

Add Augmentations for Robustness Experiments

Open
#64 10 comments 0 reactions 0 assignees View on GitHub
Dominant language
Jupyter Notebook
Stars
11
Forks
7
PR merge metrics
No merged PRs in 30d

Description

The robustness experiments include:

- Translations of the Camera
- Rotations of the Camera

Currently, we use the `albumentations` library to introduce the different augmentations. The appropriate function for this use case would be the `Affine` function.

https://albumentations.ai/docs/api_reference/augmentations/geometric/transforms/

However, the camera rotation operation is a Homography Operation, which does not seem to be available in the library.

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.