notebook-examples/README.md

1.4 KiB

Notebook Examples

This Repository contains multiple Example Notebooks which demonstrates the Sandbox platform capabilities.

Usecase

The usecase.ipynb showcases multiple stylistic tools to create textual, visual, scientific, and interactive use cases.

Upload Share

The share_file.ipynb present how to interact with the datapool by three different ways.

Slideshows

The rise_slideshow.ipynb shows an example for using the rise plugin to create a slideshow out of a notebook.

Webcam Eye Detection

The webcam_eye_detection.ipynb demonstrates how the Sandbox WebUI (browser) can interact with the server backend by sending Webcam live video streams using WebRTC. This can be used for live processing like face recognition and other tasks.

ML model Evaluation

The tf-cifar10.ipynb shows how a model can be quickly evaluated and trained, as a preparation for long running ML training tasks.

Text to Image

The text_to_image.ipynb shows a interactive notebook which generates pictures from the user input by the stable diffusion model.

Audio to Text

The whisper_audio_to_text.ipynb demonstrates OpenAIs whisper model which can be used to convert audio to text transcription.

additional information can be found at https://docs.sandbox.iuk.hdm-stuttgart.de