/lamba-Tensorflow-object-detection-Api

Using object detection with a full version of Tensorflow in AWS lambda

Primary LanguagePythonMIT LicenseMIT

Setup Tensorflow Object detection in AWS Lambda

We will be using Python 3.6 and Tensorflow==1.15.2

Input: Alt inout

Output: Alt output

Process :

1 - Build packages and Tensorflow > check build_libraries/ folder

2 - Download models > check OD_model/ folder

3 - Test function (optional) > check inference_example/ folder

3 - Zip function > check OF_FCT/ folder

0 - To build all at once, run bash build-all.sh

Files to upload to S3 :

  • Lambda function : od_function.zip
  • Model folder(s)
  • Lambda layer : mypythonlibs36.zip

Each folder has its own README for more details to setup

For AWS setup, check the Medium link

Ref :

https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1.md