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Development Technology

How to Install Tensorflow 2 Object Detection



Its finally here! Welcome to my tutorial for installing and setting up Tensorflow 2 Object Detection! This tutorial goes over how to install Tensorflow 2 and get object detection up and running. I try to cover as many possible errors you may find when trying to do this yourself so that you can skip the headaches and get right to object detecting!

Watch the other videos in this series: https://www.youtube.com/playlist?list=PLAs-3cqyNbIjqaTLHNSu2g4kpaw6TGCud

Common Tensorflow 2 fixes:
“protoc not found” – make sure you add protoc to path and also do “conda install protobuf”
“numpy not found” – make sure to do “conda install numpy”

Links used:
Tensorflow github: https://github.com/tensorflow/models
Tensorflow models: https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf2_detection_zoo.md
Protobuf download: https://github.com/protocolbuffers/protobuf/releases
Anaconda download: https://www.anaconda.com/

Code used in this tutorial: https://github.com/Bengemon825/Tensorflow-Object-Detection-with-Tensorflow-2.0
Original inspiration: https://github.com/TannerGilbert/Tensorflow-Object-Detection-with-Tensorflow-2.0

Chapters:
00:00 – Download Tensorflow repo
01:40 – Protobuf/Protoc Download
04:10 – Anaconda
09:04 – protoc command and script
10:45 – setup.py
11:55 – numpy
12:40 – Test the install
14:10 – Setup IDE
17:10 – Model downloader
21:20 – Detection script
25:00 – Results
26:10 – Outro

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