Hi Everyone,
I am pleased to share with you the revisions and implementations of the following 13 Modern Convolutional Neural Networks Architectures:
- AlexNet
- VGG
- GoogLeNet
- ResNet
- ResNeXt
- Xception
- DenseNet
- MobileNetV1
- MobileNetV2
- EfficientNet
- RegNet
- ConvMixer
- ConvNeXt
All 13 CNN architectures, their summaries, their implementations, intro to CNN notes, a minimal guide on how to choose a CNN architecture for a given problem, and further resources for learning CNNs can be found here.
All architectures are implemented in TensorFlow mostly using Keras Functional API.