Use of TensorFlow HUB

Steps to follow:

1. Install tensorflow_hub

pip install --upgrade tensorflow_hub

2. clone git repository

git clone --depth 1 https://github.com/tensorflow/models

3. Initializing the APIs

%%bash

sudo apt install -y protobuf-compiler

cd models/research/

protoc object_detection/protos/*.proto --python_out=.

cp object_detection/packages/tf2/setup.py .

python -m pip install .

for installing protobuf [on MAC]:

- Open Terminal and type the following

- PROTOC_ZIP=protoc-3.7.1-osx-x86_64.zip

- curl -OL https://github.com/google/protobuf/releases/download/v3.7.1/$PROTOC_ZIP

- sudo unzip -o $PROTOC_ZIP -d /usr/local bin/protoc

- rm -f $PROTOC_ZIP

4. File Name hub_project_pretrained is pre-trained model
5. File Name hub_project_ImageApplication is utilizing trained model to detect objects in our images.
6. File Name hub_project_VideoApplication is utilizing trained model to detect objects in video using webcam.

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