Detecting COVID-19 from X-Ray😮| Training a Convolutional Neural Network | Deep Learning
In this webinar, we will discuss how you can make your own machine learning to successfully detect COVID-19 from Chest X-Rays by building a Simple Convolution Neural Network.
- Dataset Preparation
- Understanding the Dataset
- Building a CNN
- Model Training
Dataset Details
-------------------------
We will sample our dataset from the following.
Covid X-Ray Image Dataset - https://github.com/ieee8023/covid-chestxray-dataset for positive cases.
Kaggle X-Ray Chest Images - https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
for negative cases.
-------------------------------------------------------------------------------------------
Pre-requisites -
Basics of Convolutional Neural Networks
Watch here👉 - Basics of CNN Explained
https://www.youtube.com/watch?v=MKBYwuxXtvo
---------------------------------------------------------------------------------------------
👉 For a more detailed discussion and coverage of other topics check out our 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐜𝐤 - https://cb.lk/pytryt
Stay Updated & Keep Learning!
🔔Subscribe the channel and press the bell icon for notifications!
https://cb.lk/ytcb
------------------------- 𝐀𝐛𝐨𝐮𝐭 𝐂𝐨𝐝𝐢𝐧𝐠 𝐁𝐥𝐨𝐜𝐤𝐬 ----------------------
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#COVID19 #NeuralNetwork #DeepLearningTutorial
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Видео Detecting COVID-19 from X-Ray😮| Training a Convolutional Neural Network | Deep Learning канала Coding Blocks
- Dataset Preparation
- Understanding the Dataset
- Building a CNN
- Model Training
Dataset Details
-------------------------
We will sample our dataset from the following.
Covid X-Ray Image Dataset - https://github.com/ieee8023/covid-chestxray-dataset for positive cases.
Kaggle X-Ray Chest Images - https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
for negative cases.
-------------------------------------------------------------------------------------------
Pre-requisites -
Basics of Convolutional Neural Networks
Watch here👉 - Basics of CNN Explained
https://www.youtube.com/watch?v=MKBYwuxXtvo
---------------------------------------------------------------------------------------------
👉 For a more detailed discussion and coverage of other topics check out our 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐜𝐤 - https://cb.lk/pytryt
Stay Updated & Keep Learning!
🔔Subscribe the channel and press the bell icon for notifications!
https://cb.lk/ytcb
------------------------- 𝐀𝐛𝐨𝐮𝐭 𝐂𝐨𝐝𝐢𝐧𝐠 𝐁𝐥𝐨𝐜𝐤𝐬 ----------------------
Check courses on - http://online.codingblocks.com [Free Trial Available]
Coding Blocks, India's best Programming and software training institute offers courses like C++ and Java, Data Structures and Algorithms, Web and Android Development(Java and Kotlin), Competitive Programming, Coding Interview Preparation, Machine Learning, AI and more. Registration open for Online and Offline Coding classes. Take advantage of the professionals who have worked with bigwigs like Sony, Cyanogen, Micromax.
#COVID19 #NeuralNetwork #DeepLearningTutorial
𝗦𝘁𝗮𝘆 𝗖𝗼𝗻𝗻𝗲𝗰𝘁𝗲𝗱:-
Like our Facebook Page:- https://www.facebook.com/codingblocksindia/
Follow us on Instagram:- https://www.instagram.com/codingblocks/
Follow us on Twitter:- https://twitter.com/CodingBlocksIn
Follow us on LinkedIn:- https://www.linkedin.com/company/codingblocksindia/
Source Code Available On GITHUB:- https://github.com/coding-blocks-archives
Hit the Like, Share, & Subscribe button if you liked the video! You can comment on your thoughts, questions, and doubts related to the video in the comment section & our mentors/counselors shall revert back!
For More Interesting Tutorials, Please SUBSCRIBE: - https://cb.lk/ytcb
Видео Detecting COVID-19 from X-Ray😮| Training a Convolutional Neural Network | Deep Learning канала Coding Blocks
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