Simple Object Detection with Localization and Classification in TensorFlow

Published: 06 February 2023
on channel: Idiot Developer

In this video, we will learn to build a simple object detector in TensorFlow using pre-trained MobileNetv2. The object detection architecture would predict one bounding box and the classification results for that bounding box.

NOTE: Please remove (/) from the names.csv file row 174.
Original value: Ram C/V Cargo Van Minivan 2012
Updated value: Ram CV Cargo Van Minivan 2012

The slash causes problems while reading the path.

Code:

Dataset:

Timeline:
00:00 - Introduction
00:10 - What is Object Detection?
00:30 - Objective of this video tutorial
01:17 - Stanford Car Dataset
04:51 - Object detection architecture
14:57 - Training the object detection model.
53:04 - Testing on the object detection model.

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Watch video Simple Object Detection with Localization and Classification in TensorFlow online without registration, duration 01 hours 13 minute 12 second in high hd quality. This video was added by user Idiot Developer 06 February 2023, don't forget to share it with your friends and acquaintances, it has been viewed on our site 3 thousand once and liked it 71 people.

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