You can improve detector accuracy by telling your detector which sections of an image to focus on during training.
Clicking an image will open the image slider view. In the slider view, you can drag a bounding box around the pertinent part of the image. For example, if you were creating a detector with a "male lion" label, you'd want to draw an annotation box around the male lion