Lesson 4 - Image Classification with Convolutional Neural Networks
Deep Learning with PyTorch: Zero to GANs
Hindi version: https://youtu.be/OTyv_G3OL9I
This lesson introduces convolutional neural networks (CNNs) that are well-suited for image datasets and computer vision problems. We also cover underfitting, overfitting and techniques to improve model performance. Notebooks used in this lesson:
- Convolutional Neural Networks: https://jovian.ai/aakashns/05-cifar10-cnn
- CIFAR10 Feed Forward Model: https://jovian.ai/aakashns/03-cifar10-feedforward
Ask questions and get help on the course discussion forum.