Detection using one stage detectors

[nicolasj92]

Hi,

Did you consider evaluating this framework using a one stage detector such as yolo or ssd? Would the prediction work with the bounding box refinement of the anchor boxes of these approaches?

Thanks and best regards
Nicolas

[timmeinhardt]

We did not consider such object detectors for this project. However, any kind of detector which takes bounding boxes as input and applies regression/classification to them should work. The input has to be somewhere in the pipeline. Like the proposal generator in Faster R-CNN. In theory it should be possible to apply something like RetinaNet with Tracktor as well.