Taking a tour of modern CNN architectures.
Agenda:
1- Some basic concepts of CNN
- MLP VS. CNN
- ConvNet Layer
- Kernel
- Stride
- Padding
- ReLU
- Pooling Layer
- Fully connected layer
- Feature Maps
2-LeNet
3-ImageNet Large Scale Visual Recognition Challenge (ILSVRC)
4-Modern Convolutional Neural Networks
- AlexNet
- VGG
- NiN
- GoogLeNet
- ResNet
- DenseNet
ML GDE
Ruqiya Bin Safi is a Software Engineer that is interested in Artificial Intelligence, Machine Learning and Deep Learning as well as Data Science. Ruqiya started learning Machine Learning many years ago. She seeks to spread knowledge about Machine Learning and new technologies. Ruqiya loves to learn and teach people what she has learned to share her knowledge. She also is a hard worker…
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