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Signed-off-by: Antonio Martinez <jose.antonio.martinez.torres@intel.com>
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antoniomtz committed Apr 5, 2024
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90 changes: 65 additions & 25 deletions slides.md
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The last comment block of each slide will be treated as slide notes. It will be visible and editable in Presenter Mode along with the slide. [Read more in the docs](https://sli.dev/guide/syntax.html#notes)
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# Notices & Disclaimers
<br/>
Notices & Disclaimers

Intel technologies may require enabled hardware, software or service activation.

No product or component can be absolutely secure.

Your costs and results may vary.

Intel does not control or audit third-party data. You should consult other sources to evaluate accuracy.

© Intel Corporation. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Other names and brands may be claimed as the property of others.

<div class="footer">
<img src="/assets/Intel-logo-2022.png" class="logo" alt="Logo">
</div>

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<li>Introduction to AI and CV</li>
<li>AI and CV Basics</li>
<li>Intel SW and HW</li>
<li>Hands-on with openVINO</li>
<li>Hands-on with OpenVINO</li>
<li>Questions</li>
</ol>

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<ul>
<li>AI and CV are important in our lives for several reasons:<ul>
<li>Automation</li>
<li>Healthcare</li>
<li>Medicine</li>
<li>Safety</li>
<li>Customer experience</li>
</ul>
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<div>
<ul>
<li>Robotics</li>
<li>Facial Recognition</li>
<li>Object Detection</li>
<li>Retail</li>
<li>Surveillance and Security</li>
<li>Medical Imaging</li>
</ul>
</div>
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# Object Detection Use Cases
# Retail Use Cases

<div grid="~ cols-2 gap-4">
<div>
<ul>
<li>Retail:
<li>Grocery stores:
<ul>
<li>Automated Self Checkout</li>
<li>Inventory Magagement</li>
<li>Customer Experience</li>
</ul>
<li>Inventory Magagement</li>
</ul>
</li>
<li>Self-driving Vehicles:
<li>Retail stores:
<ul>
<li>Pedestrian detection</li>
<li>Trees,cars,etc detection</li>
<li>Lane detection</li>
<li>Customer Experience</li>
</ul>
</li>
</ul>
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# Facial Recognition Use Cases
# Surveillance and Security Use Cases

* Facial Authentication
* Buildings
* Phones
* Criminal detection
* Person of interest detection
* Airports
* Stores

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data["Data Collection"]
model["Model Creation"]
inference["Inferencing Application"]
data --> Annotation --> Training --> model --> inference
data --> Annotation --> Training --> model --> inference --> data
```
</center>

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# Intel openVINO
# Intel OpenVINO

* Opensource toolkit that accelerates AI inference.
* Used for AI development and integration of deep learning in domains like computer vision, LLM and genAI.
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# Intel openVINO Model Server
# Intel OpenVINO Model Server

* A scalable inference server for models opmitized with OpenVINO.

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<div class="footer">
<img src="/assets/Intel-logo-2022.png" class="logo" alt="Logo">
</div>

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# Intel Open-Source Contributions

* Pytorch
* TensorFlow
* openCV
* Python
* Scikit-learn

<center>
<img src="/assets/opensource-tools.jpg" width="600" />
</center>

<div class="footer">
<img src="/assets/Intel-logo-2022.png" class="logo" alt="Logo">
</div>

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# Hands-on with openVINO
# Hands-on with OpenVINO

<style>
h1 {
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# OpenVINO Runtime

## Install openVINO python runtime
## Install OpenVINO python runtime

```bash
pip install -q "openvino>=2023.1.0"
```
<v-click>

## Initialize openVINO runtime
## Initialize OpenVINO runtime

```python
import openvino as ov
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# openVINO Jupyter notebooks
# OpenVINO Jupyter notebooks

<a href="https://github.com/openvinotoolkit/openvino_notebooks" target="_blank">https://github.com/openvinotoolkit/openvino_notebooks</a>

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# How to start developing AI/CV applications

* Install an IDE (<a href="https://code.visualstudio.com/" target="_blank">vscode</a>)
* Install python or c++, openVINO and Docker
* Demos from openVINO model zoo <a href="https://github.com/openvinotoolkit/open_model_zoo/tree/master/demos" target="_blank">repo</a>
* Retail use cases using openVINO model server gRPC or cAPI and docker containers (<a href="https://github.com/intel-retail/retail-use-cases" target="_blank">link</a>)
* Install python or c++, OpenVINO and Docker
* Demos from OpenVINO model zoo <a href="https://github.com/openvinotoolkit/open_model_zoo/tree/master/demos" target="_blank">repo</a>
* Retail use cases using OpenVINO model server gRPC or cAPI and docker containers (<a href="https://github.com/intel-retail/retail-use-cases" target="_blank">link</a>)
<center>
<img src="/assets/vscode.jpg" width="420"/>
</center>
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right: 20px; /* Adjust as needed */
width: 100px; /* Adjust the width of the container */
overflow: hidden; /* Ensure the background image doesn't overflow */
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}

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