Visualizations of Keras models: architecture, training process, intermediate results, and so on.
plot_model.py: How to visualize the training process in Keras? - https://www.machinecurve.com/index.php/2019/10/08/how-to-visualize-the-training-process-in-keras/history_visualization.py- How to visualize a model with Keras? https://www.machinecurve.com/index.php/2019/10/07/how-to-visualize-a-model-with-keras/decision_boundary_linear_data.py- How to visualize the decision boundary for your Keras model? - https://www.machinecurve.com/index.php/2019/10/11/how-to-visualize-the-decision-boundary-for-your-keras-model/decision_boundary_nonlinear_data.py- How to visualize the decision boundary for your Keras model? - https://www.machinecurve.com/index.php/2019/10/11/how-to-visualize-the-decision-boundary-for-your-keras-model/activation_maximization_cifar10.py- Visualizing Keras model inputs with Activation Maximization - https://www.machinecurve.com/index.php/2019/11/18/visualizing-keras-model-inputs-with-activation-maximization/activation_maximization_mnist.py- Visualizing Keras model inputs with Activation Maximization - https://www.machinecurve.com/index.php/2019/11/18/visualizing-keras-model-inputs-with-activation-maximization/saliency_maps_cifar10.py- Visualizing Keras CNN attention: Saliency maps - https://www.machinecurve.com/index.php/2019/11/25/visualizing-keras-cnn-attention-saliency-maps/saliency_maps_mnist.py- Visualizing Keras CNN attention: Saliency maps - https://www.machinecurve.com/index.php/2019/11/25/visualizing-keras-cnn-attention-saliency-maps/class_activation_maps_mnist.py- Visualizing Keras CNN attention: Grad-CAM Class Activation Maps - https://www.machinecurve.com/index.php/2019/11/28/visualizing-keras-cnn-attention-grad-cam-class-activation-maps/keract_activations.py- Visualize layer outputs of your Keras classifier with Keract - https://www.machinecurve.com/index.php/2019/12/02/visualize-layer-outputs-of-your-keras-classifier-with-keract/activation_maximization_filters.py- What do ConvNets see? Visualizing filters with Activation Maximization - https://www.machinecurve.com/index.php/2019/12/03/what-do-convnets-see-visualizing-filters-with-activation-maximization/
- Chennai Water Management Dataset: https://www.kaggle.com/sudalairajkumar/chennai-water-management/version/3