Target
- detect object in a video or from camera.
Current Status
on my nvidia 1060 (6GB RAM ), the speed is ~25 frame per second, but gpu utilization is below 30%, I will use multiprocessing to speed up.
Project Structure
From google
object label and detecion api
data
label data
object_detection
object_detection API implemented by google
My module
myutil
downloadutil.py: helper function for downloading model
object_detection_tf.py
main module for detecting object
Usage
run following command
python object_detection_tf.py -v /home/scott/Videos/S11E03.mp4
you need replace the video file with your choice