Skin Melanoma Classification using CNN | Step-by-Step Guide with 20,000+ Images
Code for this video: https://ko-fi.com/s/cc182f8c68
Welcome to our comprehensive guide on skin melanoma classification using a powerful convolutional neural network (CNN) model. In this video, we delve into the deep learning and demonstrate how it can categorize skin melanoma.
With over 20,000 skin images at our disposal, we take you through the step-by-step process of preparing and organizing the data to ensure optimal model performance
Next, we dive into the creation and building of our CNN model. We explore the architecture, layer configurations, and the train process.
To put our model to the ultimate test, we download a fresh skin melanoma image from Google and demonstrate its prediction capabilities in real-time.
More relevant content in this playlist : https://youtube.com/playlist?list=PLdkryDe59y4Ze9_12JhWu3cs-lOGYwYeD
~~~~~~~~~~~~~~~ Chapters ~~~~~~~~~~~~~~~
00:00 Intro
00:28 Let's start coding - Get the dataset
14:17 Build the CNN model
27:24 Test the CNN model with a new fresh image
~~~~~~~~~~~~~~~ recommended courses and books ~~~~~~~~~~~~~~~
A perfect course for learning modern Computer Vision with deep dive in TensorFlow , Keras and Pytorch . You can find it here : http://bit.ly/3HeDy1V
I also recommend this book for deep dive in deep learning : https://amzn.to/3TTZym7
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
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~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
#EranFeit #tensorflow #python
~~~~~~~~~~~~~~ Credits ~~~~~~~~~~~~~
Music by Vincent Rubinetti
Download the music on Bandcamp: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown
Stream the music on Spotify: https://open.spotify.com/album/1dVyjwS8FBqXhRunaG5W5u
Видео Skin Melanoma Classification using CNN | Step-by-Step Guide with 20,000+ Images канала Eran Feit
Welcome to our comprehensive guide on skin melanoma classification using a powerful convolutional neural network (CNN) model. In this video, we delve into the deep learning and demonstrate how it can categorize skin melanoma.
With over 20,000 skin images at our disposal, we take you through the step-by-step process of preparing and organizing the data to ensure optimal model performance
Next, we dive into the creation and building of our CNN model. We explore the architecture, layer configurations, and the train process.
To put our model to the ultimate test, we download a fresh skin melanoma image from Google and demonstrate its prediction capabilities in real-time.
More relevant content in this playlist : https://youtube.com/playlist?list=PLdkryDe59y4Ze9_12JhWu3cs-lOGYwYeD
~~~~~~~~~~~~~~~ Chapters ~~~~~~~~~~~~~~~
00:00 Intro
00:28 Let's start coding - Get the dataset
14:17 Build the CNN model
27:24 Test the CNN model with a new fresh image
~~~~~~~~~~~~~~~ recommended courses and books ~~~~~~~~~~~~~~~
A perfect course for learning modern Computer Vision with deep dive in TensorFlow , Keras and Pytorch . You can find it here : http://bit.ly/3HeDy1V
I also recommend this book for deep dive in deep learning : https://amzn.to/3TTZym7
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
☕ Buy me a coffee - https://ko-fi.com/eranfeit
🖥️ Email : feitgemel@gmail.com
🌐 https://eranfeit.net
🤝 Fiverr : https://www.fiverr.com/s/mB3Pbb
🐦 Twitter - https://twitter.com/eran_feit
📸 Instagram - https://www.instagram.com/eran_feit/
▶️ Subscribe - youtube.com/@eranfeit?sub_confirmation=1
🐙 Facebook - https://www.facebook.com/groups/3080601358933585
📝 Medium - https://medium.com/@feitgemel
~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~
🅿 Patreon - https://www.patreon.com/EranFeit
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
#EranFeit #tensorflow #python
~~~~~~~~~~~~~~ Credits ~~~~~~~~~~~~~
Music by Vincent Rubinetti
Download the music on Bandcamp: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown
Stream the music on Spotify: https://open.spotify.com/album/1dVyjwS8FBqXhRunaG5W5u
Видео Skin Melanoma Classification using CNN | Step-by-Step Guide with 20,000+ Images канала Eran Feit
skin melanoma classification CNN model for melanoma skin cancer classification deep learning for melanoma skin melanoma diagnosis melanoma image analysis skin cancer detection convolutional neural networks melanoma classification tutorial melanoma detection algorithm skin cancer AI model melanoma prediction using CNN skin lesion classification skin cancer image analysis deep neural networks for melanoma skin cancer image recognition
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29 июня 2023 г. 22:00:50
00:32:32
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