What are some common challenges faced by PHP beginners when trying to incorporate images into their PHP scripts?

One common challenge faced by PHP beginners when trying to incorporate images into their PHP scripts is correctly specifying the file path to the image. This can lead to errors such as broken image links or images not displaying properly. To solve this issue, make sure to provide the correct file path to the image in your PHP script.

<img src="images/image.jpg" alt="Image">
```

Another challenge is handling image uploads and processing them in PHP. Beginners may struggle with validating file types, resizing images, or storing them in the correct directory. To overcome this, utilize PHP's built-in functions like `move_uploaded_file()` and `imagecreatefromjpeg()` to handle image uploads and processing.

```php
$target_dir = "uploads/";
$target_file = $target_dir . basename($_FILES["fileToUpload"]["name"]);
move_uploaded_file($_FILES["fileToUpload"]["tmp_name"], $target_file);
```

Lastly, beginners may face challenges with displaying images dynamically from a database. To address this, retrieve the image path from the database and use it in the `src` attribute of the `img` tag.

```php
$image_path = "path/to/image.jpg";
echo '<img src="' . $image_path . '" alt="Image">';