We are very excited to join forces with MLCommons and OctoML.ai! Contact Grigori Fursin for more details!

Object detection • MLPerf inference • TensorFlow CPU • COCO • 50 images validation • Linux • webcam • via cloud

solution:demo-obj-detection-coco-tf-cpu-webcam-linux-azure (v1.5.0)

Portable solution description  

Don't hesitate to get in touch if you encounter any issues or would like to discuss this community project!

Start cBench (status: disconnected)

cb start

Live test of this workflow via your browser

Successfully tested configuration

Host OS: linux-64 (Ubuntu 18.04.3 LTS)
Target OS: linux-64 (Ubuntu 18.04.3 LTS)
Target machine: Microsoft Corporation 7.0 (Virtual Machine)
Target CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz
Target CPUs:
Python version for virtual env: 3.6.9

Dependencies    

Reused CK components

These components are automatically installed by cBench from this portal:
pip install gast 
pip install astor 
pip install termcolor 
pip install tensorflow-estimator==1.13.0 
pip install keras_applications==1.0.4 --no-deps 
pip install keras_preprocessing==1.0.2 --no-deps 

pip install opencv-python

ck install package:lib-tensorflow-1.13.1-cpu

ck install package --tags=model,tf,object-detection,mlperf,ssd-mobilenet,non-quantized

ck install package --tags=lib,python-package,numpy
ck install package --tags=lib,python-package,scipy --force_version=1.2.1
ck install package --tags=lib,python-package,matplotlib
ck install package --tags=lib,python-package,pillow
ck install package --tags=lib,python-package,cython
ck install package --tags=lib,python-package,cv2

ck install package:tool-coco

ck install package:dataset-coco-2017-val

Comments  

2020-04-05 08:59:56 (Added by gfursin)
It works!
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