# Street Scenes

Street Scenes: 300 images with segmentation polygons for 7 classes, including person, bicycle, car and motorcycle. Import it into a Pictograph workspace to export COCO, YOLO or Pascal VOC, or train a model on it. Published on Pictograph by Pictograph Research.

## Overview

- Type: public computer vision dataset
- Images: 300
- Classes: 7
- Annotation types: polygon
- Tasks: Segmentation (https://pictograph.io/explore/task/segmentation)
- Owner: Pictograph Research
- License: Custom License
- Stars: 0
- Page: https://pictograph.io/datasets/pictograph-research/street-scenes
- Hugging Face: https://huggingface.co/datasets/pictograph/street-scenes
- Export formats: Pictograph JSON, Darwin V7, COCO, YOLO, YOLO-OBB, YOLO-Pose, DOTA, Pascal VOC, CVAT, Datumaro, LabelMe, CSV

## License terms

Images: each photo keeps its own Flickr license as COCO records it - 295 under CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/) and 5 with no known copyright restrictions; the dataset card credits every photo. Outlines: CC BY 4.0, the COCO Consortium. Cite Lin et al., Microsoft COCO: Common Objects in Context (ECCV 2014).

## Classes

- person
- bicycle
- car
- motorcycle
- bus
- truck
- traffic light

## About

# Street Scenes

300 street photos with 4,975 labeled objects in 7 classes: person, bicycle, car, motorcycle, bus, truck and traffic light. Every object of those classes is outlined with a polygon, so the set trains an object detector or an instance-segmentation model.

Every new Pictograph workspace starts with a copy of this dataset and an export of it. Models train from exports: open the export and choose Train.

| Class | Objects | Images |
| --- | --- | --- |
| person | 1,919 | 263 |
| car | 1,582 | 267 |
| traffic light | 664 | 147 |
| truck | 290 | 133 |
| bicycle | 188 | 51 |
| motorcycle | 169 | 52 |
| bus | 163 | 95 |

Splits: 240 train, 60 validation.

## Source

The photos and outlines come from [COCO 2017](https://cocodataset.org): 213 from its train2017 set and 87 from val2017. Each was chosen for a license that allows commercial use, a car, bus or truck in view, and at least three objects of the seven classes; photos with crowd regions were left out. COCO's other classes, stop signs among them, are not labeled here.

## License

- **Images:** each photo keeps its own Flickr license, as COCO records it: 295 under [CC BY 2.0](https://creativecommons.org/licenses/by/2.0/) and 5 with [no known copyright restrictions](https://www.flickr.com/commons/usage/). Credits for every photo are below.
- **Outlines:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/), the COCO Consortium.
- **Citation:** Lin et al., *Microsoft COCO: Common Objects in Context*, ECCV 2014.

## Photo credits

| Image | Flickr page | License |
| --- | --- | --- |
| 000000004130.jpg | [photo](https://flic.kr/p/dFUzJG) | CC BY 2.0 |
| 000000005294.jpg | [photo](https://flic.kr/p/dybbRX) | No known copyright restrictions |
| 000000007228.jpg | [photo](https://flic.kr/p/5oURWL) | CC BY 2.0 |
| 000000008762.jpg | [photo](https://flic.kr/p/7NGL5B) | CC BY 2.0 |
| 000000009999.jpg | [photo](https://flic.kr/p/fACv8B) | CC BY 2.0 |
| 000000011402.jpg | [photo](https://flic.kr/p/5pkxt4) | CC BY 2.0 |
| 000000012283.jpg | [photo](https://flic.kr/p/85TFgF) | CC BY 2.0 |
| 000000013348.jpg | [photo](https://flic.kr/p/cMnXx5) | CC BY 2.0 |
| 000000014388.jpg | [photo](https://flic.kr/p/3di7tU) | CC BY 2.0 |
| 000000016039.jpg | [photo](https://flic.kr/p/5etRhC) | CC BY 2.0 |
| 000000018059.jpg | [photo](https://flic.kr/p/68EEHa) | CC BY 2.0 |
| 000000019624.jpg | [photo](https://flic.kr/p/5tL1zM) | CC BY 2.0 |
| 000000019631.jpg | [photo](https://flic.kr/p/6k7MVT) | CC BY 2.0 |
| 000000023821.jpg | [photo](https://flic.kr/p/daaksJ) | CC BY 2.0 |
| 000000027777.jpg | [photo](https://flic.kr/p/fQCDZn) | CC BY 2.0 |
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| 000000036939.jpg | [photo](https://flic.kr/p/cs3Ddq) | CC BY 2.0 |
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| 000000048759.jpg | [photo](https://flic.kr/p/7jLqj7) | CC BY 2.0 |
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| 000000087100.jpg | [photo](https://flic.kr/p/dk4e3K) | No known copyright restrictions |
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