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Merge pull request #544 from sohamsshah/notebooks-section
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Add notebooks section in README.md
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mynameisvinn authored Feb 10, 2021
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2 changes: 1 addition & 1 deletion CODE_OF_CONDUCT.md
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Expand Up @@ -55,7 +55,7 @@ further defined and clarified by project maintainers.
## Enforcement

Instances of abusive, harassing, or otherwise unacceptable behavior may be
reported by contacting the project team at . All
reported by contacting the project team [here]([email protected]). All
complaints will be reviewed and investigated and will result in a response that
is deemed necessary and appropriate to the circumstances. The project team is
obligated to maintain confidentiality with regard to the reporter of an incident.
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14 changes: 14 additions & 0 deletions README.md
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Expand Up @@ -156,6 +156,20 @@ ds = Dataset("username/dataset_name")

For more advanced data pipelines like uploading large datasets or applying many transformations, please refer to our [documentation](http://docs.activeloop.ai/?utm_source=github&utm_medium=repo&utm_campaign=readme).

## Tutorial Notebooks
The [examples](https://github.com/activeloopai/Hub/tree/master/examples) directory has a series of examples and notebooks giving an overview of Hub. Some of the notebooks are listed of below.

| Notebook | Description | |
|:--- |:--- |---: |
| [Uploading Images](https://github.com/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%201a%20-%20Uploading%20Images.ipynb) | Overview on how to upload and store images on Hub | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%201a%20-%20Uploading%20Images.ipynb) |
| [Uploading Dataframes](https://github.com/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%201b%20-%20Uploading%20Dataframes.ipynb) | Overview on how to upload Dataframes on Hub | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%201b%20-%20Uploading%20Dataframes.ipynb) |
| [Uploading Audio](https://github.com/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%201c%20-%20Uploading%20Audio.ipynb) | Explains how to handle audio data in Hub|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%201c%20-%20Uploading%20Audio.ipynb) |
| [Retrieving Remote Data](https://github.com/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%202%20-%20Retrieving%20Remote%20Data.ipynb) | Explains how to retrieve Data| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/activeloopai/Hub/blob/master/examples/tutorial/tutorial/Tutorial%202%20-%20Retrieving%20Remote%20Data.ipynb) |
| [Transforming Data](https://github.com/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%203%20-%20Transforming%20Data.ipynb) | Briefs on how data transformation with Hub|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%203%20-%20Transforming%20Data.ipynb) |
| [Dynamic Tensors](https://github.com/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%203%20-%20Transforming%20Data.ipynb) | Handling data with variable shape and sizes|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/activeloopai/Hub/blob/master/examples/tutorial/Tutorial%203%20-%20Transforming%20Data.ipynb) |
| [NLP using Hub](https://github.com/activeloopai/Hub/blob/master/examples/nlp_using_hub.ipynb) | Fine Tuning Bert for CoLA|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/activeloopai/Hub/blob/master/examples/nlp_using_hub.ipynb) |


## Use Cases
* **Satellite and drone imagery**: [Smarter farming with scalable aerial pipelines](https://activeloop.ai/usecase/intelinair?utm_source=github&utm_medium=repo&utm_campaign=readme), [Mapping Economic Well-being in India](https://towardsdatascience.com/faster-machine-learning-using-hub-by-activeloop-4ffb3420c005), [Fighting desert Locust in Kenya with Red Cross](https://omdena.com/projects/ai-desert-locust/)
* **Medical Images**: Volumetric images such as MRI or Xray
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