Modern Deep Convolutional Neural Networks with PyTorch
Convolutional Neural Networks for Image Recognition Advanced Deep Learning and Representation Learning Techniques
2 hours of content
What you'll learn
- Convolutional Neural Networks
- Image Processing
- Advance Deep Learning Techniques
- Regularization, Normalization
- Transfer Learning
Covers convolutional neural networks, convolution operations, pooling, regularization and normalization techniques, data augmentation, modern architectures, and transfer learning. Learners build a boat recognition project using ResNet-18 and can apply CNN techniques to image recognition tasks.
Who this course is for
Developers familiar with Python and basic machine learning who want to learn convolutional neural networks with PyTorch.
#pytorch
#cnn
#image-recognition
#deep-learning
#transfer-learning
#regularization