If I understand you correctly, you want to load images with various dimensions. According to the dimension, set the width / height of the canvas and draw the image?
In that case you could add an eventListener to the image. Once it's loaded, get the width and height. Use those to set the dimensions of the canvas. After that, draw the image on the canvas.
var image = new Image();
image.addEventListener('load', function(e) {
var width = image.width;
var height = image.height;
var canvas = document.querySelector('canvas');
canvas.width = width;
canvas.height = height;
canvas.getContext('2d').drawImage(image, 0, 0, width, height);
});
image.src = 'https://upload.wikimedia.org/wikipedia/commons/c/c4/PM5544_with_non-PAL_signals.png';
<canvas></canvas>
Fiddle