The test image can not detect object

[longzeyilang]

After training all images, in my experiment, I have only one class except background, the loss also realize very low. But test other images, no object is detected. I am so confused
some information:
Training images per class:
{'bg': 0, 'shoe': 760}
Num classes (including bg) = 2