Data Augmentation, Regularization, and ResNets - Deep Learning with PyTorch: Zero to GANs - 5 of 6
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Classifying CIFAR10 images using ResNet and Regularization techniques in PyTorch: https://jovian.ai/aakashns/05b-cifar10-resnet
- Image Classification using Convolutional Neural Networks in PyTorch: https://jovian.ai/aakashns/05-cifar10-cnn
- Discussion forum: https://jovian.ai/forum/t/lecture-5-data-augmentation-regularization-and-resnets/13772
- Improving the dataset using data normalization and data augmentation
- Improving the model using residual connections and batch normalization
- Improving the training loop using learning rate annealing, weight decay, and gradient clip
- Training a state of the art image classifier from scratch in 10 minutes
rajshree: Hello sir,- Nice explanation sir- Can u plZ tell how we can use gan for data augmentation and deep learning alexnet /resnet-50/ vgg 16 for classification Date: 2022-03-14
