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Image Classification with Convolutional Neural Networks | Deep Learning with PyTorch: Zero to GANs | - freeCodeCamp.org - 深度學習 Deep Learning 公開課 - Cupoy

“Deep Learning with PyTorch: Zero to GANs” is a beginner-friendly online course offering a practical...

“Deep Learning with PyTorch: Zero to GANs” is a beginner-friendly online course offering a practical and coding-focused introduction to deep learning using the PyTorch framework. Learn more and register for a certificate of accomplishment here: http://zerotogans.com Watch the entire series here: • Deep Learning with PyTorch Course - D... Code and Resources: 🔗 Image Classification using Convolutional Neural Networks: https://jovian.ai/aakashns/05-cifar10... 🔗 Classifying images of everyday objects using a neural network: https://jovian.ai/aakashns/03-cifar10... 🔗 Discussion forum: https://jovian.ai/forum/t/lecture-4-i... Topics covered in this video: * Working with the 3-channel RGB images from the CIFAR10 dataset * Introduction to Convolutions, kernels & features maps * Underfitting, overfitting, and techniques to improve model performance