Adding More Augmentation.
Open
Nobody has claimed this yet.
good first issue
s: keep open
t: feature request
- Dominant language
- C++
- Stars
- 44
- Forks
- 40
- PR merge metrics
- No merged PRs in 30d
Description
Hey everyone,
Recently Augmentation class was added. It currently supports only resize function. This issue aims to add other augmentations as well.
Background :
- Each augmentation must be accessible by passing string to the class.
- Each Transform should have same function definition as ResizeTransform.
- Idea is to create a map of function pointers and call respective function based upon the string type.
Some augmentations that would be really nice to see would be horizontal flip, vertical flip and gaussian noise. Thanks a lot.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Locate the Augmentation class and existing ResizeTransform, then read how augmentation names are currently handled. Check the requested horizontal flip, vertical flip, and Gaussian noise behavior against the existing transform function definition. Done means the supported augmentations are selectable by string and follow the same interface.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100