facebookresearch / facebookresearch/AugLy

[Image] Ability to apply an augmentation within a given bounding box

Open
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enhancement
Dominant language
Python
Stars
5.1k
Forks
312
PR merge metrics
No merged PRs in 30d

Description

## 🚀 Feature
We could add support to image augmentations to allow the user to specify a bounding box within the image, inside which the augmentation will only be applied.

For example:
![123546400-a5968400-d75c-11eb-8be9-09b0b966eca3](https://user-images.githubusercontent.com/10163956/135300769-9f59f06d-6c36-48f5-8581-b58eb44576d7.png)

## Motivation
Requested (& upvoted by 5 users) in https://github.com/facebookresearch/AugLy/issues/58.

Contributor guide

Open the contributing guide

Research direction

No files, tests, or entry points are named. Start by locating the image augmentation APIs and their tests, then clarify bounding-box coordinates and behavior from the linked motivation issue; done means augmentations affect only pixels inside the specified box, with that behavior covered by tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
32/100

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