Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add support for COCO formats #182

Open
sfmig opened this issue May 20, 2024 · 2 comments
Open

Add support for COCO formats #182

sfmig opened this issue May 20, 2024 · 2 comments
Labels
enhancement New optional feature

Comments

@sfmig
Copy link
Contributor

sfmig commented May 20, 2024

Is your feature request related to a problem? Please describe.
We would like to support a wide range of formats.

Describe the solution you'd like
\

Describe alternatives you've considered
\

Additional context
References for COCO formats: see here and here

@sfmig sfmig added the enhancement New optional feature label May 20, 2024
@adamltyson
Copy link
Member

FYI - talmolab/sleap-io#102

@talmo
Copy link

talmo commented Jul 19, 2024

Thanks for the crosslink @adamltyson!

One issue I can foresee here is that there are many different variants of the COCO format with slight nuances in how they differ.

I'll also add that there tends not to be as many that are oriented towards storing predictions, but rather the ground truth data.

For example: mmpose animal datasets: directory structure is all over the place, no identities provided (most datasets are not contiguous frames). [Dataset format info].(https://mmpose.readthedocs.io/en/latest/user_guides/dataset_tools.html).

If there are specific datasets you guys had in mind to support, we can make sure that our implementation is compatible.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New optional feature
Projects
Status: 🤔 Triage
Development

No branches or pull requests

3 participants