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Merged
davidcavazos merged 9 commits into from
Oct 6, 2021
Merged

ppai: add more descriptions and links to videos #6783

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f49fd5a
add more descriptions and links to videos
Oct 1, 2021
9865741
Exclude Python 3.10
Oct 1, 2021
5e9edb0
Merge branch 'master' into ppai-timeseries-classification
Oct 4, 2021
7ccacd1
Update noxfile_config.py
Oct 5, 2021
c76ac2e
Merge branch 'master' into ppai-timeseries-classification
Oct 5, 2021
9c1aad6
made more explicit video links
Oct 5, 2021
44003ad
Merge branch 'ppai-timeseries-classification' of github.com:davidcava…
Oct 5, 2021
10f4f99
Merge branch 'master' into ppai-timeseries-classification
dandhlee Oct 5, 2021
f3a5930
Merge branch 'master' into ppai-timeseries-classification
Oct 6, 2021
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18 changes: 16 additions & 2 deletions people-and-planet-ai/README.md
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## 🦏 [Wildlife Insights -- _image-classification_](image-classification)

[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/GoogleCloudPlatform/python-docs-samples/blob/master/people-and-planet-ai/image-classification/README.ipynb)

> [Watch the video in YouTube<br> ![thumbnail](http://img.youtube.com/vi/hUzODH3uGg0/0.jpg)](https://youtu.be/hUzODH3uGg0)

This model is trained to recognize animal species from
[camera trap](https://en.wikipedia.org/wiki/Camera_trap)
pictures.

* **Model**: [AutoML] Vision
* **Creating datasets**: [Apache Beam] in [Dataflow]
* **Training the model**: [AutoML] in [Vertex AI]
* **Getting predictions**: [Vertex AI]

[Apache Beam]: https://beam.apache.org
[Dataflow]: https://cloud.google.com/dataflow
[AutoML]: https://cloud.google.com/vertex-ai/docs/beginner/beginners-guide
[Vertex AI]: https://cloud.google.com/vertex-ai

## 🗺 [Global Fishing Watch -- _timeseries-classification_](timeseries-classification)

This model is trained to categorize if a ship is fishing or not every hour from their
[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/GoogleCloudPlatform/python-docs-samples/blob/master/people-and-planet-ai/timeseries-classification/README.ipynb)

> [Watch the video in YouTube<br> ![thumbnail](http://img.youtube.com/vi/LnEhSVEJUuY/0.jpg)](https://youtu.be/LnEhSVEJUuY)

This model is trained to classify if a ship is fishing or not every hour from their
[_Maritime Mobile Service Identitiy_ (MMSI)](https://en.wikipedia.org/wiki/Maritime_Mobile_Service_Identity)
location data.

* **Model**: 1D Fully Convolutional Network in [Keras]
* **Creating datasets**: [Apache Beam] in [Dataflow]
* **Training the model**: [Keras] in [Vertex AI]
* **Getting predictions**: [Keras] in [Cloud Run]

[Apache Beam]: https://beam.apache.org
[AutoML]: https://cloud.google.com/vertex-ai/docs/beginner/beginners-guide
[Cloud Run]: https://cloud.google.com/run
[Dataflow]: https://cloud.google.com/dataflow
[Keras]: https://keras.io
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