tensorflow / tensorflow/datasets

[data request] Mapillary

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dataset request
Dominant language
Python
Stars
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Forks
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Avg merge
3h 54m
Merged PRs (30d)
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Description

Features

  1. 25,000 high-resolution images
  2. 152 object categories
  3. 100 instance-specifically annotated categories
  4. Global reach, covering 6 continents
  5. 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

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. 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

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