Add DOTA dataset #2551
Merged
Add DOTA dataset #2551
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
github-actions
bot
added
documentation
adamjstewart
requested changes
Feb 9, 2025
|
I tediously reorganized the original data to now extract into separate annotation version directories, so they can be used interchangeably. |
adamjstewart
requested changes
Mar 12, 2025
| image: image tensor | ||
| """ | ||
| image = Image.open(os.path.join(self.root, path)).convert('RGB') | ||
| return torch.from_numpy(np.array(image).transpose(2, 0, 1)).float() |
There was a problem hiding this comment.
Could use einops.rearrange to make this more clear
adamjstewart
previously approved these changes
Mar 12, 2025
adamjstewart
approved these changes
Mar 12, 2025
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR adds the DOTA dataset for object detection.
Dataset rehosted on HF for faster and comprehensive download in one place.
Dataset features:
Dataset format:
Horizontal BBox example:
Oriented BBox example:
@dingjiansw101 as inquired in CAPTAIN-WHU/DOTA#29, this is the PR that aims to make the DOTA datset more accessible. The dataset structure in the google and baidu drives was a bit confusing and I restructured it on HF which is hopefully more clear. If you would take a look and have any comments, that would be helpful.
Also @robmarkcole perhaps interesting for you.
Closes #1
Closes #2599