# 🌈 Vancouver Watching (`vanwatch`)
`vanwatch` 🌈 runs [YOLO 🚀](https://github.com/ultralytics/ultralytics), [OpenAI Vision](https://github.com/kamangir/openai-commands/tree/main/openai_commands/vision), and other AI algo on traffic cameras to extract timeseries of urban activity at scale.
```bash
pip install vancouver-watching
```
| | |
| --- | --- |
| [time-series](https://kamangir-public.s3.ca-central-1.amazonaws.com/vanwatch-cache-2024-02-28-21-04-19-26236.tar.gz) [](https://kamangir-public.s3.ca-central-1.amazonaws.com/vanwatch-cache-2024-02-28-21-04-19-26236.tar.gz) | [last build](https://kamangir-public.s3.ca-central-1.amazonaws.com/test_vancouver_watching_ingest/animation.gif?raw=true&random=57cbid5dmzbbpnyf) [](https://kamangir-public.s3.ca-central-1.amazonaws.com/test_vancouver_watching_ingest/animation.gif?raw=true&random=57cbid5dmzbbpnyf) |
```mermaid
graph LR
discover["vanwatch<br>discover<br>target=<target><br><object-name>"]
object1["geojson"]:::folder
ingest["vanwatch<br>ingest<br>target=<target><br><object-name>"]
detect["vanwatch<br>detect<br>gif,publish<br><object-name>"]
ingest_detect["vanwatch<br>ingest<br>target=<target><br><object-name><br>detect,gif,publish"]
object2["geojson"]:::folder
discover --> object1
object1 -- "#tag" --> ingest
object1 -- "#tag" --> ingest_detect
ingest --> object2
ingest_detect --> object2
object2 --> detect
detect --> object2
classDef folder fill:#999,stroke:#333,stroke-width:2px;
```
---
[](https://github.com/kamangir/vancouver-watching/actions/workflows/pylint.yml) [](https://github.com/kamangir/vancouver-watching/actions/workflows/pytest.yml) [](https://github.com/kamangir/vancouver-watching/actions/workflows/bashtest.yml) [](https://pypi.org/project/vancouver-watching/) [](https://pypistats.org/packages/vancouver-watching)
built by 🌀 [`blue_options-4.189.1`](https://github.com/kamangir/awesome-bash-cli), based on 🌈 [`vancouver_watching-3.492.1`](https://github.com/kamangir/vancouver-watching).
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