Coursera Project Network

Object Localization with TensorFlow

Amit Yadav

Instructor: Amit Yadav

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Learn, practice, and apply job-ready skills with expert guidance
4.3

(112 reviews)

Intermediate level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
4.3

(112 reviews)

Intermediate level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Create synthetic data for model training

  • Create and train a multi output neural network to perform object localization

  • Create custom metrics and calbacks in Keras

Details to know

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Taught in English
No downloads or installation required

Only available on desktop

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About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Introduction

  2. Download and Visualize Data

  3. Create Examples

  4. Plot Bouding Boxes

  5. Data Generator

  6. Model

  7. Custom Metric: IoU

  8. Compile the Model

  9. Custom Callback

  10. Model Training

Recommended experience

Prior programming experience in Python. Conceptual understanding of Neural Networks. Prior experience with TensorFlow and Keras.

7 project images

Instructor

Instructor ratings
4.3 (9 ratings)
Amit Yadav
Coursera Project Network
12 Courses173,843 learners

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How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

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Learner reviews

Showing 3 of 112

4.3

112 reviews

  • 5 stars

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  • 4 stars

    24.10%

  • 3 stars

    6.25%

  • 2 stars

    2.67%

  • 1 star

    6.25%

MH
4

Reviewed on Jul 30, 2021

MI
4

Reviewed on Mar 31, 2021

AO
4

Reviewed on Mar 29, 2021

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