YOLO v3 - Robust Deep Learning Object Detection in 1 Hour [Video]

YOLO v3 - Robust Deep Learning Object Detection in 1 Hour [Video]

Ritesh Kanjee

The complete guide to creating your own custom AI Object Detection. Learn the Full Workflow - From Training to Inference
Packt Subscription
FREE
$9.99/m after trial
Video
$10.01
RRP $179.99
Save 94%
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$10.01
$9.99 p/m after trial
RRP $179.99
Subscription
Video
Start a FREE 10-day trial

Frequently bought together


YOLO v3 - Robust Deep Learning Object Detection in 1 Hour [Video] Book Cover
YOLO v3 - Robust Deep Learning Object Detection in 1 Hour [Video]
$ 179.99
$ 10.01
PyTorch Deep Learning in 7 Days [Video] Book Cover
PyTorch Deep Learning in 7 Days [Video]
$ 124.99
$ 10.00
Buy 2 for $20.01
Save $284.97
Add to Cart

Video Description

When we first got started in Deep Learning particularly in Computer Vision, we were really excited at the possibilities of this technology to help people. The only problem is that if you are just getting started learning about AI Object Detection, you may encounter some of the following common obstacles along the way:
Labeling dataset is quite tedious and cumbersome,
Annotation formats between various object detection models are quite different.
Labels may get corrupt with free annotation tools,
Unclear instructions on how to train models - causes a lot of wasted time during trial and error.
Duplicate images are a headache to manage.
This got us searching for a better way to manage the object detection workflow, that will not only help us better manage the object detection process but will also improve our time to market.
Amongst the possible solutions we arrived at using Supervisely which is free Object Detection Workflow Tool, that can help you:
Use AI to annotate your dataset,
Annotation for one dataset can be used for other models (No need for any conversion) - Yolo, SSD, FR-CNN, Inception etc,
Robust and Fast Annotation and Data Augmentation,
Supervisely handles duplicate images.
You can Train your AI Models Online (for free) from anywhere in the world, once you've set up your Deep Learning Cluster.
So as you can see, that the features mentioned above can save you a tremendous amount of time.
All the code and supporting files for this course are available at: https://github.com/PacktPublishing/YOLO-v3---Robust-Deep-Learning-Object-Detection-in-1-Hour

Style and Approach

In this course, the author shows you how to use this workflow by training your own custom YoloV3 as well as how to deploy your models using PyTorch. So essentially, we've structured this training to reduce debugging, speed up your time to market and get you results sooner.

Video Preview

What You Will Learn

  • Learn the State of the Art in Object Detection using Yolo V3.
  • Discover the Object Detection Workflow that saves you time and money.
  • The quickest way to gather images and annotate your dataset.
  • Secret tip to multiply your data using Data Augmentation.
  • How to use AI to label your dataset for you.
  • Find out how to train your own custom YoloV3 from scratch.
  • Step-by-step instructions on how to Execute, Annotate, Train and Deploy Custom Yolo V3 models.

Authors

Video Details

ISBN 139781838558789
Course Length57 minutes
Read More

Read More Reviews

Recommended for You

PyTorch Deep Learning in 7 Days [Video] Book Cover
PyTorch Deep Learning in 7 Days [Video]
$ 124.99
$ 10.00
The Complete Self-Driving Car Course - Applied Deep Learning [Video] Book Cover
The Complete Self-Driving Car Course - Applied Deep Learning [Video]
$ 184.99
$ 10.01
Artificial Intelligence in 3 Hours [Video] Book Cover
Artificial Intelligence in 3 Hours [Video]
$ 124.99
$ 10.00
JavaScript in Action - Build 3 Useful Code Components [Video] Book Cover
JavaScript in Action - Build 3 Useful Code Components [Video]
$ 186.99
$ 10.01
Hands-On Deep Learning with TensorFlow 2.0 [Video] Book Cover
Hands-On Deep Learning with TensorFlow 2.0 [Video]
$ 124.99
$ 10.00
Mastering Deep Learning using Apache Spark [Video] Book Cover
Mastering Deep Learning using Apache Spark [Video]
$ 124.99
$ 10.00