tensorflow / tensorflow/datasets
[data request] Mapillary
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dataset request
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
- 3h 54m
- Merged PRs (30d)
- 1
Description
- Name of dataset: Mapillary
- URL of dataset: https://www.mapillary.com/dataset/vistas?pKey=xyW6a0ZmrJtjLw2iJ71Oqg&lat=20&lng=0&z=1.5
- License of dataset: CC-BY-SA license agreement.
- Short description of dataset and use case(s): Mapillary Vistas Dataset
A diverse street-level imagery dataset with pixel‑accurate and instance‑specific human annotations for understanding street scenes around the world.
Features
- 25,000 high-resolution images
- 152 object categories
- 100 instance-specifically annotated categories
- Global reach, covering 6 continents
- Variety of weather, season, time of day, camera, and viewpoint
Folks who would also like to see this dataset in tensorflow/datasets, please thumbs-up so the developers can know which requests to prioritize.
And if you'd like to contribute the dataset (thank you!), see our guide to adding a dataset.
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 with docs/add_dataset.md and review the Mapillary Vistas dataset URL and license details in the issue. Follow the contribution guide to determine the required integration work; done means the Mapillary dataset is added according to that guide and its documented checks pass.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- 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