5-Reading the Brain MRI images in Python
8 هزار بار بازدید -
3 سال پیش
-
#machinelearning
#machinelearning #deeplearning #neuralnetworks #Python #codelife #code
In this video, we finally read in our healthy and tumor brain MRI images using the CV2 package and Python.
----------------------------------------------------------------------------------------------------------------------------------
00:01 Reminder of the data directory structure
01:13 Writing the basic code (using the glob, and CV2 packages) for reading tumor brain MRI images
09:07 A problem: The dimensionality of each is image is different to the other! How to reshape them?
10:46 Reshaping the order channels of the images into the Red, Green, and Blue channels, that is, RGB
15:34 Writing the basic code (using the glob, and CV2 packages) for reading healthy brain MRI images
16:08 convert the tumor and healthy lists into Numpy arrays and concatenate the two arrays in 1 unified array of ALL images together as well.
21:25 A summary of what we have learned
----------------------------------------------------------------------------------------------------------------------------------
The link to the GitHub repo: https://github.com/MLDawn/MLDawn-Proj...
You can visit our Website: https://www.mldawn.com/
You can follow us on Twitter: Twitter: MLDawn2018
You can join us on Linked In: LinkedIn: mehran-bazargani-14b352176
You can join us on Facebook: Facebook: ml.dawn.3
Keep up the good work and good luck!
In this video, we finally read in our healthy and tumor brain MRI images using the CV2 package and Python.
----------------------------------------------------------------------------------------------------------------------------------
00:01 Reminder of the data directory structure
01:13 Writing the basic code (using the glob, and CV2 packages) for reading tumor brain MRI images
09:07 A problem: The dimensionality of each is image is different to the other! How to reshape them?
10:46 Reshaping the order channels of the images into the Red, Green, and Blue channels, that is, RGB
15:34 Writing the basic code (using the glob, and CV2 packages) for reading healthy brain MRI images
16:08 convert the tumor and healthy lists into Numpy arrays and concatenate the two arrays in 1 unified array of ALL images together as well.
21:25 A summary of what we have learned
----------------------------------------------------------------------------------------------------------------------------------
The link to the GitHub repo: https://github.com/MLDawn/MLDawn-Proj...
You can visit our Website: https://www.mldawn.com/
You can follow us on Twitter: Twitter: MLDawn2018
You can join us on Linked In: LinkedIn: mehran-bazargani-14b352176
You can join us on Facebook: Facebook: ml.dawn.3
Keep up the good work and good luck!
3 سال پیش
در تاریخ 1400/05/08 منتشر شده
است.
8,055
بـار بازدید شده