If the input image is not a gray scale image please use this line to convert to grayscale: edgetpu/engine.py at master · google-coral/edgetpu · GitHub 2
Here are some example scripts with pycoral to try with Coral USB Accelerator: pycoral/examples at master · google-coral/pycoral · GitHub 1