Update detect package.

Change ResultSet to ValSet.
Keep scores and not rectangles.
Record number of images.
Add ValImage struct with detected and ground-truth rectangles.
Change ValidateMatch to Validate.
Use updated ml library (Result to Perf, ResultSet to PerfPath).
Add visualization of detections to cmd/detect-caltech.