Object Detection (tbc)

This Tutorial Records How to Setup Tensorflow Environment in Windows for Object Detection. Network is VGG16. Linux Environment is to be continued.

1. Environment Setup (Windows)

I. Prerequisite:

a. Install make command if you don’t have one.

Download MinGW in Official Site
Add to

    b. 

https://github.com/endernewton/tf-faster-rcnn
Tesorflow
Keras
Some common Python packages like numpy, ski-learn

windows setup
install tf models: https://github.com/tensorflow/models
install protoc:https://link.jianshu.com/?t=https://github.com/google/protobuf/releases
if protoc fails to compile the folder, compile them one by one [https://github.com/tensorflow/models/issues/2930#issuecomment-404021239]
    protoc object_detection/protos/anchor_generator.proto --python_out=.
    protoc object_detection/protos/argmax_matcher.proto --python_out=.
    protoc object_detection/protos/bipartite_matcher.proto --python_out=.
    protoc object_detection/protos/box_coder.proto --python_out=.
    protoc object_detection/protos/box_predictor.proto --python_out=.
    protoc object_detection/protos/eval.proto --python_out=.
    ...

ref: https://www.jianshu.com/p/21bae50b6e0d