“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

Code and Resources:
🔗 Image Classification using Convolutional Neural Networks: https://jovian.ai/aakashns/05-cifar10-cnn
🔗 Classifying images of everyday objects using a neural network: https://jovian.ai/aakashns/03-cifar10-feedforward
🔗 Discussion forum: https://jovian.ai/forum/t/lecture-4-image-classification-with-convolutional-neural-networks/13766

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

#pytorch #deep-learning #python #data-science #machine-learning

Image Classification with Convolutional Neural Networks | Deep Learning with PyTorch: Zero to GANs
15.25 GEEK