TB3 Movidius Applications

Reference

• NC App Zoo

Install App Zoo

 $ cd ~/workspace/ 
 
 $ git clone https://github.com/movidius/ncappzoo

Live Image Classifier

 $ cd ~/workspace/ncappzoo/apps/live-image-classifier/
 
 $ make run
     ...
     age_net.caffemodel  100%[===================>]  43.55M  6.02MB/s    in 7.3s    
 
     Last-modified header missing -- time-stamps turned off.
     2018-05-29 13:16:32 (5.99 MB/s) - ‘./age_net.caffemodel’ saved [45661480/45661480]
 
     mvNCCompile -w age_net.caffemodel -s 12 deploy.prototxt
     mvNCCompile v02.00, Copyright @ Movidius Ltd 2016
 
     /usr/local/bin/ncsdk/Controllers/FileIO.py:52: UserWarning: You are using a large type. Consider reducing your data sizes for best performance
       "Consider reducing your data sizes for best performance\033[0m")
     make[1]: Leaving directory '/home/eepp/workspace/ncappzoo/caffe/AgeNet'
 
     Running live-image-classifier.py
     python3 live-image-classifier.py --graph ../../caffe/AgeNet/graph --labels ../../data/age_gender/age_categories.txt
     Traceback (most recent call last):
       File "live-image-classifier.py", line 12, in <module>
         import cv2
     ImportError: /opt/ros/kinetic/lib/python2.7/dist-packages/cv2.so: undefined symbol: PyCObject_Type
     Makefile:41: recipe for target 'run' failed
     make: *** [run] Error 1

Log Image Classifier

 $ cd ~/workspace/ncappzoo/apps/log-image-classifier/
 
 $ make run
     ...      making compile
     mvNCCompile -w bvlc_alexnet.caffemodel -s 12 deploy.prototxt
     mvNCCompile v02.00, Copyright @ Movidius Ltd 2016
 
     /usr/local/bin/ncsdk/Controllers/FileIO.py:52: UserWarning: You are using a large type. Consider reducing your data sizes for best performance
       "Consider reducing your data sizes for best performance\033[0m")
     make[1]: Leaving directory '/home/eepp/workspace/ncappzoo/caffe/AlexNet'
 
     Running log-image-classifier.py
     python3 log-image-classifier.py
 
 
     Pre-processing images...
     /usr/local/lib/python3.5/dist-packages/skimage/transform/_warps.py:84: UserWarning: The default mode, 'constant', will be changed to 'reflect' in skimage 0.15.
       warn("The default mode, 'constant', will be changed to 'reflect' in "
 
     Performing inference on a lot of images...
 
     Inference complete! View results in ./inferences.csv.