have moved mixing out of the rack to the model1. such a great performance focussed mixer! #improv #techno

it's _so_ important to write throwaway sampling debug tools. here's one for my zero shot object detector with top row being best performers and bottom row being worse. you never quite know what little quirk you'll pick up reviewing these...

after a couple of months of crappy weather it's about time to get jumping again!

extending my zero shot object detector...
( an example on held out data )
given input image ( top center )
and examples of reference objects ( bottom center )
predictions on left, ground truth on right