Indexing using certain key

Hi,
I'm wondering if there is an easy way of indexing using certain column (image name) instead of using row number?
For example, I want to check the annotation of "0001.jpg", can I do something like ds["0001.jpg"] to get the record?
The solution I can think of is using the filter function, which is not very convenient.