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tutorial.md

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+# fire-detection-in-video-with-pytroch
+
+<!-- Copy this Template. -->
+<!-- Describe the title of your article by replacing "How-to Template" with the page name you want to publish to. -->
+# How-to template
+
+## Overview
+
+Summarise what this how-to article is about in a sentence or two.
+How-to articles primarily include tasks, and answer the question "how do I do it?".
+Readers who are reading tasks are engaging in a learning behavior.
+
+Readers should already have read a concept about the topic in an About article.
+Ensure you link to the relevant About article here.
+
+
+**Keywords:** Optionally add comma-separated keywords.
+
+## Before you start
+<!-- Delete this section if your readers can dive straight into the lesson without requiring any prerequisite knowledge. -->
+Make sure you meet the following prerequisites before starting the how-to steps:
+
+* Prerequisite one
+* Prerequisite two
+* etc
+
+Include other important information here too, such as known issues or bugs.
+
+## Step-by-step guide
+
+### Step 1: Optional: Title for step - image or screenshot
+
+<!-- When an image, such as a screenshot, is quicker to interpret than descriptive text, put the screenshot first, otherwise lead with the text. -->
+
+![alt text](https://upload.wikimedia.org/wikipedia/commons/3/35/Tux.svg "Image title which describes image.")
+
+Brief instructions explaining how to interpret the image.
+
+### Step 2: Optional: title for step - ordered list
+
+Lead-in sentence for an ordered list:
+
+1. Substep A
+1. Substep B
+1. Substep C
+
+### Step 3: Optional: title for step - code snippet
+
+Lead-in sentence explaining the code snippet. For example: 
+
+Run the `apt` command to install the Asciidoctor package and check the version.
+
+```
+$ sudo apt install asciidoctor
+
+$ asciidoctor --version
+Asciidoctor 1.5.6.2 [https://asciidoctor.org]
+```
+
+### Step 4: Optional: title for step - Conclusion
+
+Provide a summary of the steps completed and explain what the user has achieved by following them. You can also include links to related articles that may help the reader reinforce concepts discussed in this how-to article.