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> [!IMPORTANT]
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> <p align="justify">🚧 This documentation is still under
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> construction. The development of the upscaler is a ongoing
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> activity. There might be small differenes in comparison of
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> construction. The development of the node is a little bit
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> ongoing. There might be small differenes in comparison of
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> node and documentation.</p>
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# Preface
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what one is able to do with Moondream. One important thing is
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the Image To Prompt feature of Moondream.</p>
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# Motivation
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Image To Prompt can be used in different ways. One can get an
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idea how to change or improve a Prompt by suggestions from Image
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To Prompt. It is also possible to get informations about the art
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and style of the image. This can be helpful to get the right key
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words for further work.
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# Introductory Words
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The node is using the CPU and not the GPU. First way, the proposed one,
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can be done with Moon dream directly. For the second way one needs
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Hugging face.
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In the first versions of the node the model cannot be selected. At the moment
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there are four models available. In one of the following versions I will add the
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support for all of the four models.
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In the future I need something like a download node, which should be offer the
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possibility to download and monitor the process of the download in the node and
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not in the terminal window.
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# Node Preview
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Figure 1 shows a preview of the node. Over the connector on
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the left side one can load the image of interest. The connectors
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on the right side have as output
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* Answer (to a question or Prompt)
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* Short caption
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* Normal caption
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<img src="./images/node_preview.png" alt="node preview" width="512">
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<p><i>Figure 1: Node preview</i></p>
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Like I have done it in the example workflow one should output all three
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to get the best answer or caption for each case.
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# Workflow Preview
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Figure 2 shows the simple case of a workflow. From my point of view it
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is not helpful to create in an automatic way new images from the given
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answer or caption.
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<img src="./images/workflow_preview.png" alt="workflow preview" width="1024">
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<p><i>Figure 2: Example workflow preview</i></p>
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Read the next section why I do not propose to use a automatic image generation.
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What the Workflow/Node Does
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Each time one let run the workflow Moon dream is generating a new answer.
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No two answers will be the same. This way it make sense to run the workflow
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different times untill one get an answer which one likes more than an other
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answer.
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# Installation
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## Model Directory
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# Do-Do
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Improvement of the documentation.
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Improvement of the documentation. The open issue that I did not found a way to
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unload a loaded model makes much more test runs necessary.
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The algorithm I found works well for the moment. Some approaches before that not.
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# References
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