Check the preview of 2nd version of this platform being developed by the open MLCommons taskforce on automation and reproducibility as a free, open-source and technology-agnostic on-prem platform.

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!
Please log in to add your comments!
If you notice any inapropriate content that should not be here, please report us as soon as possible and we will try to remove it within 48 hours!