tensorflow / tensorflow/datasets
[data request] Sintel Datasets
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dataset request
- Dominant language
- Python
- Stars
- 4.6k
- Forks
- 1.6k
- Avg merge
- 3h 54m
- Merged PRs (30d)
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Description
- Name of dataset: MPI Sintel Flow Dataset
- URL of dataset: http://sintel.is.tue.mpg.de/
- License of dataset: CC BY 3.0
- Short description of dataset and use case(s): a CG movie with pixelwise labels for optical flow, segmentation, stereo & disparity, depth, and framewise labels for camera motion. Popularly used as a benchmark for vision research in inferring these labels.
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 reviewing how this repository adds and tests datasets; the issue names no files, tests, or entry points. Use the Sintel dataset URL and listed CC BY 3.0 license to determine the required integration scope, with completion meaning the dataset and its optical-flow, segmentation, stereo/disparity, depth, and camera-motion labels are available for the stated research uses.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- computer-vision, data, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100