opencv 55 TensorFlow 2 Detection Model Zoo

tensorflow 2 models

https://github.com/tensorflow/models

detection models

https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf2_detection_zoo.md

tutorial

https://www.youtube.com/watch?v=KWD20XBFYD4&list=PLZoTAELRMXVNvTfHyJxPRcQkpV8ubBwHo&index=3

Windows-Protobuf Installation And Compilation

download protobuf from https://github.com/protocolbuffers/protobuf/releases ->

create Google Protobuf folder in Program files ->

copy unzipped protobuf content in the Google Protobuf folder ->

add C:\Program Files\Google Protobuf\bin to environment variable Path ->

cd tensorflow 2 models directory  ->

PS C:\Users\zchen\Downloads\models-master\research> protoc object_detection/protos/*.proto --python_out=.

tutorial

https://www.youtube.com/watch?v=Hzr1_bnhMsQ&list=PLZoTAELRMXVNvTfHyJxPRcQkpV8ubBwHo&index=4

COCO API installation

power shell

pip install cython

pip install git+https://github.com/philferriere/cocoapi.git#subdirectory=PythonAPI

git bash

cd tensorflow model directory, research folder

cp object_detection/packages/tf2/setup.py .

powershell

cd tensorflow model directory, research folder

python -m pip install .

python object_detection/builders/model_builder_tf2_test.py

download script from https://github.com/krishnaik06/TFOD ->

open in jupyter notebook

tutorial

https://www.youtube.com/watch?v=xhGq5zvbY3U&list=PLZoTAELRMXVNvTfHyJxPRcQkpV8ubBwHo&index=6