pyronear / pyronear/pyro-train
Add support for training on the public pyro sdis dataset
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 0
- Forks
- 0
- Avg merge
- 22h 28m
- Merged PRs (30d)
- 4
Description
Background
We currently train with a private DVC tracked dataset. We want to keep that as the default. In addition, we want to offer a reproducible public path that uses our pyro-sdis dataset on Hugging Face
Goal
Enable users to run a full training job in pyro train using the pyro sdis dataset, while keeping the current DVC workflow as the default
Contributor guide
No contributing guide indexed for this repository
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 tracing the pyro train command and the current DVC-tracked dataset workflow, then review the linked pyro-sdis dataset on Hugging Face. Done means users can run a full training job with the public dataset while the existing private DVC workflow remains the default.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- huggingface, python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100