Dogs vs Cats Image Classification (CNN) | Deep Learning | Python

⭐️ Content Description ⭐️
In this video, I have explained on how to do image classification for dogs and cats. This is a computer vision problem. I have used CNN architecture to classify the images. This is one of the popular dataset for image classification.
Text-based Tutorial: https://www.hackersrealm.net/post/dogs-vs-cats-image-classification-using-python
GitHub Code Repo: http://bit.ly/dlcoderepo
Dataset link: https://download.microsoft.com/download/3/E/1/3E1C3F21-ECDB-4869-8368-6DEBA77B919F/kagglecatsanddogs_5340.zip

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🕒 Timeline
00:00 Introduction to Dogs Vs Cats Image Classification
04:49 Import modules and load data using pandas
14:48 Exploratory Data Analysis of dogs vs cats images
22:28 Creating Data Generator for Images
18:18 Splitting the data for training & testing
32:45 Model Creation & Training
53:45 Visualization of Model Training Results

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Видео Dogs vs Cats Image Classification (CNN) | Deep Learning | Python канала Hackers Realm