Datasets:
Tasks:
Image Segmentation
Modalities:
Image
Formats:
parquet
Sub-tasks:
semantic-segmentation
Size:
1K - 10K
License:
| annotations_creators: | |
| - crowdsourced | |
| - expert-generated | |
| language_creators: | |
| - expert-generated | |
| license: cc-by-nc-4.0 | |
| multilinguality: [] | |
| pretty_name: sidewalk-semantic | |
| size_categories: | |
| - n<1K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - image-segmentation | |
| task_ids: | |
| - semantic-segmentation | |
| # Dataset Card for sidewalk-semantic | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks](#supported-tasks-and-leaderboards) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Categories](#data-categories) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-instances) | |
| - [Data Splits](#data-instances) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| ## Dataset Description | |
| - **Homepage:** [Dataset homepage on Segments.ai](https://segments.ai/segments/sidewalk-imagery/) | |
| - **Repository:** [Needs More Information] | |
| - **Paper:** [Needs More Information] | |
| - **Leaderboard:** [Needs More Information] | |
| - **Point of Contact:** [Bert De Brabandere](mailto:bert@segments.ai) | |
| ### Dataset Summary | |
| A dataset of sidewalk images gathered in Belgium in the summer of 2021. Label your own semantic segmentation datasets on [segments.ai](https://segments.ai/?utm_source=hf&utm_medium=hf-ds&utm_campaign=sidewalk) | |
| ### Supported Tasks and Leaderboards | |
| - `semantic-segmentation`: The dataset can be used to train a semantic segmentation model, where each pixel is classified. The model performance is measured by how high its [mean IoU (intersection over union)](https://huggingface.co/metrics/mean_iou) to the reference is. | |
| ## Dataset Structure | |
| ### Data categories | |
| | Id | Name | Description | | |
| | --- | ---- | ----------- | | |
| | 0 | unlabeled | - | | |
| | 1 | flat-road | - | | |
| | 2 | flat-sidewalk | - | | |
| | 3 | flat-crosswalk | - | | |
| | 4 | flat-cyclinglane | - | | |
| | 5 | flat-parkingdriveway | - | | |
| | 6 | flat-railtrack | - | | |
| | 7 | flat-curb | - | | |
| | 8 | human-person | - | | |
| | 9 | human-rider | - | | |
| | 10 | vehicle-car | - | | |
| | 11 | vehicle-truck | - | | |
| | 12 | vehicle-bus | - | | |
| | 13 | vehicle-tramtrain | - | | |
| | 14 | vehicle-motorcycle | - | | |
| | 15 | vehicle-bicycle | - | | |
| | 16 | vehicle-caravan | - | | |
| | 17 | vehicle-cartrailer | - | | |
| | 18 | construction-building | - | | |
| | 19 | construction-door | - | | |
| | 20 | construction-wall | - | | |
| | 21 | construction-fenceguardrail | - | | |
| | 22 | construction-bridge | - | | |
| | 23 | construction-tunnel | - | | |
| | 24 | construction-stairs | - | | |
| | 25 | object-pole | - | | |
| | 26 | object-trafficsign | - | | |
| | 27 | object-trafficlight | - | | |
| | 28 | nature-vegetation | - | | |
| | 29 | nature-terrain | - | | |
| | 30 | sky | - | | |
| | 31 | void-ground | - | | |
| | 32 | void-dynamic | - | | |
| | 33 | void-static | - | | |
| | 34 | void-unclear | - | | |
| ### Data Instances | |
| [Needs More Information] | |
| ### Data Fields | |
| [Needs More Information] | |
| ### Data Splits | |
| This dataset only contains one split. | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [Needs More Information] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [Needs More Information] | |
| #### Who are the source language producers? | |
| [Needs More Information] | |
| ### Annotations | |
| #### Annotation process | |
| [Needs More Information] | |
| #### Who are the annotators? | |
| [Needs More Information] | |
| ### Personal and Sensitive Information | |
| [Needs More Information] | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [Needs More Information] | |
| ### Discussion of Biases | |
| [Needs More Information] | |
| ### Other Known Limitations | |
| [Needs More Information] | |
| ## Additional Information | |
| ### Dataset Curators | |
| [Needs More Information] | |
| ### Licensing Information | |
| [Needs More Information] | |
| ### Citation Information | |
| [Needs More Information] |