> For the complete documentation index, see [llms.txt](https://doc.eimtechnology.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://doc.eimtechnology.com/kt-series-project-based-learning/ai-with-hardware.md).

# AI with Hardware

Artificial Intelligence Learning (AI) + Machine Learning Kit: Learn Convolutional Neural Networks, Computer Vision, OpenCV

## Digital Resources

<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Discord Channel</strong></td><td>Technical support and community</td><td></td><td></td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2FqulqpHWo1H0ieqHe9PtT%2FDiscord-Logo.png?alt=media&amp;token=c9ebdbcc-7a8d-4ae1-abc6-a9632825deac">Discord-Logo.png</a></td><td><a href="https://discord.com/invite/urh8hW2YFa">https://discord.com/invite/urh8hW2YFa</a></td></tr><tr><td><strong>GitHub</strong> </td><td>Source codes and datasets</td><td></td><td></td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2Fia6AvFMV8dXZhLT9IHq6%2Fgithub.png?alt=media&amp;token=06414bb8-f63c-4bee-b8ed-ae662664d39d">github.png</a></td><td><a href="https://github.com/eimtechnology/AI-KickStarter">https://github.com/eimtechnology/AI-KickStarter</a></td></tr><tr><td><strong>3D Hand Models</strong></td><td>Click the image to download the models</td><td><a href="/kt-series-project-based-learning/ai-with-hardware/robotic-hand.md">Assembly instruction</a></td><td></td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2FRsFrswrlQV7UhsH4EPFe%2Fmodel.jpg?alt=media&amp;token=29dca034-ad21-4636-b36a-93a95c27d6b9">model.jpg</a></td><td><a href="https://eimtechnology.blob.core.windows.net/3d-models/Hand_Model.zip">https://eimtechnology.blob.core.windows.net/3d-models/Hand_Model.zip</a></td></tr><tr><td><strong>Training Data</strong></td><td>The images for image classification project in Chapter 3</td><td></td><td></td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2FqUQHAoy5WZ4anOpckoLK%2Fpexels-lum3n-44775-406014.jpg?alt=media&amp;token=a9280126-9ab5-4882-acb3-f4c15a00ad49">pexels-lum3n-44775-406014.jpg</a></td><td><a href="https://eimtechnology.blob.core.windows.net/dataset/dataset.zip">https://eimtechnology.blob.core.windows.net/dataset/dataset.zip</a></td></tr><tr><td><strong>Video Tutorial</strong></td><td>Quick Video Guide-thru of all projects</td><td></td><td></td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2F9mUoxO7yAW9sZjQUJeKp%2F03.jpg?alt=media&amp;token=3a41b736-ef9f-4d02-9124-6934b06e090a">03.jpg</a></td><td><a href="/kt-series-project-based-learning/ai-with-hardware/video-tutorial.md">Video Tutorial</a></td></tr></tbody></table>

## Project Instructions

{% embed url="<https://youtu.be/PWLDXJLX0eA>" %}

<table data-card-size="large" data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden></th><th data-hidden></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Finger Detection</strong></td><td>Chapter 4</td><td>The first project to integrate your AI and hardware</td><td>Chapter</td><td>The first project to integrate your AI and hardware</td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2FmY5pLMY8B9zjdPBnq1zg%2Fp3-1.jpg?alt=media&amp;token=1be242f8-5fb0-4af9-8c70-a640108a7e72">p3-1.jpg</a></td><td><a href="/kt-series-project-based-learning/ai-with-hardware/finger-detection.md">Finger Detection</a></td></tr><tr><td><strong>Hand Gesture Display</strong></td><td>Chapter 5</td><td>Control a screen to display more information</td><td></td><td></td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2FYRUJSubnhqwnYZpA35uJ%2Fp4.jpg?alt=media&amp;token=0186d10b-c9cf-4435-9f00-4cdc32f36f8e">p4.jpg</a></td><td><a href="/kt-series-project-based-learning/ai-with-hardware/lcd-control-by-hand-gesture.md">LCD control by Hand Gesture</a></td></tr><tr><td><strong>Gesture Synchronize Robotic Hand</strong></td><td>Chapter 6</td><td>Control servos to allow your AI touch the world</td><td></td><td></td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2Fm1Z1vembE17FW92myUTg%2Fp5.jpg?alt=media&amp;token=5db4dffd-f8c1-42be-8cd0-fb756d7f87dd">p5.jpg</a></td><td><a href="/kt-series-project-based-learning/ai-with-hardware/robotic-hand.md">Robotic Hand</a></td></tr><tr><td><strong>Facial Recognition Security System</strong></td><td>Chapter 7</td><td>A practical application to apply your AI and hardware</td><td></td><td></td><td><a href="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2FF8hIJRJW55FVn8N3FnHL%2Fp6.jpg?alt=media&amp;token=b9a135b8-5bb2-47ef-8c2f-6277ef49d018">p6.jpg</a></td><td><a href="/kt-series-project-based-learning/ai-with-hardware/facial-recognition-security-system.md">Facial Recognition Security System</a></td></tr></tbody></table>

### Common Q\&A

<figure><img src="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2FkW23nfERzV2YRhgIoi5O%2FStopmotion_Lab.jpg?alt=media&amp;token=0f7e4d6a-cb8e-4fa3-8904-1f38d89a1d73" alt="" width="563"><figcaption></figcaption></figure>

Each personal computer vary, you may encounter some problems that are not listed in the tutorial book. Click [here](/kt-series-project-based-learning/ai-with-hardware/common-questions.md) to find solution or join our  <img src="https://2117864350-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FHy5TN04jkEM9s96yIKLT%2Fuploads%2F5ps1rG9YGiFtDsHcDrDK%2F636e0a6a49cf127bf92de1e2_icon_clyde_blurple_RGB.png?alt=media&amp;token=e3881c78-6e4b-492f-9c36-24bd33b58c55" alt="" data-size="line"> [Discord](https://discord.gg/urh8hW2YFa) community to ask our technicians.&#x20;