Add support for VOC on detection references
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 17.9k
- Forks
- 7.3k
- Avg merge
- 1d 15h
- Merged PRs (30d)
- 13
Description
The segmentation references already support VOC and COCO
Unfortunately, the detection references only support COCO
There was a first push for this in #1216 by @lpuglia. We can probably salvage some parts from the PR.
We are currently reworking the datasets and transforms, and in turn the reference scripts will change quite a bit. Thus, we should only go for this after they are stable-ish again.
cc @datumbox @YosuaMichael
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
Start by comparing references/detection/train.py with references/segmentation/train.py, especially the linked dataset-support sections, and review the salvageable parts of PR #1216. Wait for the datasets and transforms rework to stabilize, then verify that the detection reference supports VOC as well as COCO without breaking the existing reference workflow.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100