What are the limitations of using PHP for client-side image manipulation, and what alternative solutions can be considered?

One limitation of using PHP for client-side image manipulation is that PHP is a server-side language, so it cannot directly interact with the client's browser. To overcome this limitation, alternative solutions such as using JavaScript libraries like Fabric.js or CamanJS can be considered for client-side image manipulation.

// PHP code snippet
// This code demonstrates using JavaScript to handle client-side image manipulation instead of PHP

<!DOCTYPE html>
<html>
<head>
    <title>Client-side Image Manipulation</title>
</head>
<body>
    <img id="image" src="image.jpg" alt="Image">
    
    <canvas id="canvas" style="display:none;"></canvas>
    
    <script>
        var image = document.getElementById('image');
        var canvas = document.getElementById('canvas');
        var ctx = canvas.getContext('2d');
        
        canvas.width = image.width;
        canvas.height = image.height;
        
        ctx.drawImage(image, 0, 0);
        
        // Use JavaScript libraries like Fabric.js or CamanJS for client-side image manipulation
        // Example: Fabric.js
        var fabricCanvas = new fabric.Canvas('canvas');
        
        fabricCanvas.add(new fabric.Rect({
            left: 100,
            top: 100,
            fill: 'red',
            width: 50,
            height: 50
        }));
    </script>
</body>
</html>