Image Classification using CNN Keras | Full implementation

Published: 27 November 2021
on channel: Coding Lane

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In this video, we will implement Image Classification using CNN Keras. We will build a Cat or Dog Classification model using CNN Keras.

Keras is a free and open-source high-level API used for neural networks. Building a Deep Learning model in Keras is fast and easy.

I already covered the full detailed mathematical theory behind the Convolutional Neural Network (CNN). If you haven't checked that playlist, then you can find its link down here.

For now, let's first see Image Classification using CNN Keras.

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Timestamps:
0:00 Intro
1:43 Imports
3:25 Loading Dataset
6:30 Model Implementation using keras
15:36 Predictions for individual images
17:17 End

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Follow my entire playlist on Convolutional Neural Network (CNN) :

📕 CNN Playlist:    • What is CNN in deep learning? Convolu...

📕 Programming Assignment: https://github.com/Coding-Lane/Image-...

📕 Dataset: https://bit.ly/ImgClsKeras

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✔ Complete Neural Network Playlist:   • How Neural Networks work in Machine L...

✔ Complete Logistic Regression Playlist:    • Logistic Regression Machine Learning ...

✔ Complete Linear Regression Playlist:    • What is Linear Regression in Machine ...

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If you want to ride on the Lane of Machine Learning, then Subscribe ▶ to my channel here:    / @codinglane

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