Need recommendation for image gallery plugin

I have folders with images uploaded to my site. I am looking for a plugin that will allow me to put path to the folder with images in the code of the post. The plugin then would create thumbs and display full size when clicked on thumb automatically.

I have browsed multiple of plugins but was unable to find one that will do just that.

Thanks.