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
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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
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