How to Build Object Detection APIs Using TensorFlow and Flask

Published: 12 February 2020
on channel: The AI Guy

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Learn how to build Object Detection APIs through deploying a Flask application that runs TensorFlow. This video will show how to create two different REST APIs that will allow you to detect 80 different classes within images. This tutorial is great at demonstrating how to build APIs that could be used for a Web or Mobile application to run object detections.

#tensorflow #objectdetection #API

----Resources----
Get the code here: https://github.com/theAIGuysCode/Obje...
How to train custom yolo weights:    • Train YOLOv3 Custom Object Detector w...
Create a TensorFlow Object Detection Classifer:    • How to Build an Object Detection Clas...

In this video I cover:
1. Setting up and Installing Dependencies
2. Downloading and Converting YOLOv3 weights into TensorFlow model files.
3. How to run a Flask app that creates two object detection APIs on your local host.

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The AI Guy

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