TGx:Deep learning for image segmentation using Tensorflow 2

Hot Picks

New TV

First Cam

New Movies

1080p x265

Misc

Torrent details for "Deep learning for image segmentation using Tensorflow 2" Log in to bookmark

Quicknav > Description Read comments 0 Post guest comment

Torrent details

Name:

Deep learning for image segmentation using Tensorflow 2

Controls:

Report Torrent

Torrent verified by tutsnode

Category:

Other > Training

Language:

English

Total Size:

2.36 GB

Info Hash:

1c62bb05f6ab98f31d2a2d996ec59df4979a0296

Added By:

tutsnode

Added:

30-06-2021 05:55

Views:

435

Update stats Post guest comment 0

Health:

Seeds:

Leechers:

Completed:

File	Size
.pad/0	107.00 B
.pad/1	339.08 kB
.pad/10	129.58 kB
.pad/11	60.12 kB
.pad/12	492.74 kB
.pad/13	372.94 kB
.pad/14	64.62 kB
.pad/15	317.10 kB
.pad/16	364.80 kB
.pad/17	78.01 kB
.pad/18	222.29 kB
.pad/19	137.78 kB
.pad/2	200.88 kB
.pad/20	327.78 kB
.pad/21	320.80 kB
.pad/22	139.42 kB
.pad/23	246.75 kB
.pad/24	164.83 kB
.pad/25	121.40 kB
.pad/26	53.48 kB
.pad/27	333.62 kB
.pad/28	138.14 kB
.pad/29	275.42 kB
.pad/3	67.41 kB
.pad/30	462.30 kB
.pad/31	9.35 kB
.pad/32	104.71 kB
.pad/33	166.23 kB
.pad/34	19.87 kB
.pad/35	204.20 kB
.pad/36	82.14 kB
.pad/37	225.94 kB
.pad/38	262.50 kB
.pad/39	79.91 kB
.pad/4	163.99 kB
.pad/40	184.49 kB
.pad/41	98.78 kB
.pad/42	143.06 kB
.pad/43	376.33 kB
.pad/44	406.78 kB
.pad/45	135.82 kB
.pad/46	465.16 kB
.pad/47	468.25 kB
.pad/48	492.35 kB
.pad/5	324.28 kB
.pad/6	112.71 kB
.pad/7	193.45 kB
.pad/8	123.56 kB
.pad/9	271.88 kB
TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/01 Introduction and course content/001 Course outline.en.srt	4.93 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/01 Introduction and course content/001 Course outline.mp4	22.87 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/01 Introduction and course content/002 Code for this course.en.srt	978.00 B
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/01 Introduction and course content/002 Code for this course.mp4	6.04 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/02 Image segmentation in computer vision/001 What is image segmentation_.en.srt	4.78 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/02 Image segmentation in computer vision/001 What is image segmentation_.mp4	22.23 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/02 Image segmentation in computer vision/002 Why deep learning for image segmentation_.en.srt	1.15 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/02 Image segmentation in computer vision/002 Why deep learning for image segmentation_.mp4	6.05 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/02 Image segmentation in computer vision/003 Types of image segmentation.en.srt	3.62 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/02 Image segmentation in computer vision/003 Types of image segmentation.mp4	16.34 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/02 Image segmentation in computer vision/external-assets-links.txt	94.00 B
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/001 Quick introduction to Mask RCNN.en.srt	2.38 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/001 Quick introduction to Mask RCNN.mp4	12.32 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/002 Mask RCNN as an extension of Faster RCNN.en.srt	2.67 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/002 Mask RCNN as an extension of Faster RCNN.mp4	12.92 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/003 High level overview of Faster RCNN (optional).en.srt	3.69 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/003 High level overview of Faster RCNN (optional).mp4	11.90 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/004 High level overview of Mask RCNN.en.srt	1.93 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/004 High level overview of Mask RCNN.mp4	8.10 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/005 Steps to build an image segmentation model with Mask RCNN for a custom dataset.en.srt	2.67 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/03 Instance segmentation using Mask RCNN/005 Steps to build an image segmentation model with Mask RCNN for a custom dataset.mp4	14.28 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/001 Brief intro to Tensorflow 2 object detection API.en.srt	1.88 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/001 Brief intro to Tensorflow 2 object detection API.mp4	7.87 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/002 Linux installation _ How to install tensorflow 2 with GPU support (part 1).en.srt	10.58 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/002 Linux installation _ How to install tensorflow 2 with GPU support (part 1).mp4	83.73 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/003 Linux installation _ How to install tensorflow 2 with GPU support (part 2).en.srt	13.16 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/003 Linux installation _ How to install tensorflow 2 with GPU support (part 2).mp4	102.68 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/004 Linux installation _ How to install tensorflow 2 object detection API.en.srt	7.43 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/004 Linux installation _ How to install tensorflow 2 object detection API.mp4	54.44 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/005 Windows installation _ Installing miniconda.en.srt	2.59 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/005 Windows installation _ Installing miniconda.mp4	14.98 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/006 Windows installation _ Create virtual environment.en.srt	2.23 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/006 Windows installation _ Create virtual environment.mp4	11.36 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/007 Windows installation _ Installing tensorflow 2 object detection API.en.srt	15.64 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/007 Windows installation _ Installing tensorflow 2 object detection API.mp4	107.34 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/008 Windows installation _ Installing tensorflow with GPU support.en.srt	25.31 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/04 Software setup/008 Windows installation _ Installing tensorflow with GPU support.mp4	205.30 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/001 Choosing a dataset.en.srt	671.00 B
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/001 Choosing a dataset.mp4	5.52 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/002 Linux - Exploring the dataset - Part 1.en.srt	4.66 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/002 Linux - Exploring the dataset - Part 1.mp4	38.69 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/003 Linux - Exploring the dataset - Part 2.en.srt	6.44 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/003 Linux - Exploring the dataset - Part 2.mp4	44.28 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/004 Windows - Exploring the dataset.en.srt	6.24 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/004 Windows - Exploring the dataset.mp4	39.18 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/005 Annotating a custom dataset.en.srt	19.00 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/005 Annotating a custom dataset.mp4	218.51 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/006 From multiple annotation files to one annotation file.en.srt	8.16 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/006 From multiple annotation files to one annotation file.mp4	55.64 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/007 Transforming our dataset to tfrecord format.en.srt	8.08 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/007 Transforming our dataset to tfrecord format.mp4	56.02 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/019 damaged_cars_dataset.zip	14.42 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/05 Custom data preparation/external-assets-links.txt	217.00 B
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/001 Training on premise VS training on the cloud.en.srt	1.79 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/001 Training on premise VS training on the cloud.mp4	5.15 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/002 Downloading Mask RCNN pretrained model.en.srt	3.47 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/002 Downloading Mask RCNN pretrained model.mp4	24.17 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/003 Finding the right configuration file.en.srt	1.73 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/003 Finding the right configuration file.mp4	13.24 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/004 Exploring the configuration file.en.srt	5.21 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/004 Exploring the configuration file.mp4	29.84 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/005 Modifying the configuration file - Part 1.en.srt	14.47 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/005 Modifying the configuration file - Part 1.mp4	84.81 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/006 Modifying the configuration file - Part 2.en.srt	3.36 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/006 Modifying the configuration file - Part 2.mp4	21.55 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/007 Running the training locally.en.srt	9.63 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/007 Running the training locally.mp4	58.94 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/030 mask_rcnn_inception_resnet_v2_1024x1024_coco17_gpu-8.config	3.91 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/06 Train Mask RCNN model on your local machine/external-assets-links.txt	292.00 B
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/001 What is cloud computing and what is AI Platform_ (optional).en.srt	5.89 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/001 What is cloud computing and what is AI Platform_ (optional).mp4	115.93 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/002 Creating a Google Cloud account.en.srt	6.03 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/002 Creating a Google Cloud account.mp4	36.26 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/003 Downloading Google Cloud SDK.en.srt	6.08 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/003 Downloading Google Cloud SDK.mp4	50.64 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/004 Setting up a new project on google cloud platform.en.srt	3.08 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/004 Setting up a new project on google cloud platform.mp4	18.40 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/005 Creating a google bucket and uploading data to it.en.srt	7.48 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/005 Creating a google bucket and uploading data to it.mp4	40.87 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/006 Preparing our config file for training on google cloud.en.srt	5.71 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/006 Preparing our config file for training on google cloud.mp4	50.69 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/007 Checking connection to google cloud from within our local machine.en.srt	3.79 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/007 Checking connection to google cloud from within our local machine.mp4	20.99 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/008 Exploring the training command.en.srt	6.81 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/008 Exploring the training command.mp4	36.86 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/009 Running the training for Mask RCNN model.en.srt	4.24 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/009 Running the training for Mask RCNN model.mp4	27.95 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/010 Checking the progress of the training job on google ai platform.en.srt	3.95 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/010 Checking the progress of the training job on google ai platform.mp4	28.88 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/011 Running the evaluation for Mask RCNN model during the training.en.srt	7.69 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/011 Running the evaluation for Mask RCNN model during the training.mp4	46.42 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/012 Analyzing the results after the training of Mask RCNN model is finished.en.srt	9.80 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/012 Analyzing the results after the training of Mask RCNN model is finished.mp4	87.39 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/013 Analyzing the results of the second training.en.srt	10.01 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/013 Analyzing the results of the second training.mp4	83.88 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/014 Further explanation of when to run your evaluation jobs.en.srt	2.58 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/014 Further explanation of when to run your evaluation jobs.mp4	14.80 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/015 Downloading the trained model and exporting the SavedModel from checkpoints.en.srt	9.55 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/015 Downloading the trained model and exporting the SavedModel from checkpoints.mp4	73.87 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/016 Running the exported model on new examples locally.en.srt	25.97 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/016 Running the exported model on new examples locally.mp4	227.34 MB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/07 Train and evaluate Mask RCNN model using google AI platform/external-assets-links.txt	192.00 B
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/08 Conclusion/001 Conclusion and next steps for you.en.srt	1.93 kB
[TutsNode.com] - Deep learning for image segmentation using Tensorflow 2/08 Conclusion/001 Conclusion and next steps for you.mp4	9.13 MB

Description

Description

This course is about using deep learning to perform image segmentation with Tensorflow 2. It will show you a step by step guide on how to build powerful deep learning driven image segmentation tasks in computer vision.

The course will show you how to use Mask RCNN deep learning model in order to perform image segmentation. Mask RCNN is one of the widely used neural networks for image segmentation tasks.

The course will help you answer these questions:

1/ What is image segmentation?

2/ What are the different types of segmentation in computer vision?

3/ How do you prepare a custom dataset for training Mask RCNN model?

4/ What tools are used for annotating a dataset for image segmentation?

5/ How do you transform your images and annotations to tfrecords format?

6/ How do you use Tensorflow 2 object detection API for training Mask RCNN model?

7/ How do you use Tensorflow 2 object detection API for evaluating Mask RCNN model?

8/ How to run the training of Mask RCNN model on your local machine?

9/ How to create an account on google cloud platform (GCP)

10/ How to setup a project on google cloud platform (GCP)

11/ How to run the training of Mask RCNN model on google ai platform?

12/ How do you export a SavedModel from your training checkpoints?

13/ How do you use your SavedModel to perform image segmentation on new images?

14/ How do you use Mask RCNN to build a powerful image segmentation model for segmenting different parts of a damaged car (door, hood, lamps, …). Which is by the way the course project!

And a lot more!

My strategy with this course is to enable you to build powerful AI solutions for image segmentation in computer vision.
Who this course is for:

Students
DIY makers
AI Hobbyists
Machine learning enthusiats
Machine learning engineers
Computer vision enthusiasts
Computer vision engineers
Data scientists

Requirements

Basic understanding of Python (you should know what functions are and how to use them in Python)
Basic understanding of deep learning (you should know what a neural network is and what training is)

Last Updated 5/2021