Cat vs Dog Image Classification with Deep Learning Neural Networks Explained | Easy and Step by Step

Опубликовано: 25 Октябрь 2024
на канале: Coding With Aman Dhillon
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#vgg16 #imageclassification #deeplearning #neuralnetworks #catdogclassification

Welcome to our deep learning tutorial on transfer learning with VGG16! In this video, we'll walk you through the process of fine-tuning the VGG16 model to classify images of cats and dogs using Keras. Transfer learning allows us to leverage pre-trained models and adapt them to new tasks, saving time and computational resources. Follow along as we explain each step, from loading the pre-trained model to training and evaluating our custom classifier. Whether you're new to deep learning or looking to expand your skills, this tutorial is perfect for beginners and intermediate learners alike. Subscribe to our channel for more tutorials on machine learning, computer vision, and artificial intelligence!

DATASET LINK
https://www.kaggle.com/datasets/arnau...

GITHUB CODE LINK:
https://github.com/akd6203/Cat_dog_cl...

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