Hub

101 results

Filter
Keras
Deep learning Neural network Image classification Lstm Sentiment analysis Sequence analysis Text analysis Text processing
  1. Workflow
    ECG Heartbeat Classification Dataset (PTB)
    ECG Conv1D Neural Network
    +3
    This ECG dataset is provided by Physikalisch-Technische Bundesanstalt (PTB) and is available on Kaggle (https://www.kaggle.com/sh…
    knime > Digital Healthcare > ECG Arrythmia Detection > ecg_cnn_ptb
    1
    knime
  2. Workflow
    Simple CNN for Image Classification
    Deep learning Keras Image classification
    +2
    Exercise of the L4-DL Introduction to Deep Learning Course. Train a CNN model to classify handwritten digit images with the corre…
    knime > Education > Courses > L4-DL Introduction to Deep Learning > Session4 > Exercises > Image_Classification_MNIST_Exercise
    0
    knime
  3. Workflow
    Simple CNN for Image Classification
    Deep learning Keras Image classification
    +2
    Exercise of the L4-DL Introduction to Deep Learning Course. Train a CNN model to classify handwritten digit images with the corre…
    knime > Education > Courses > L4-DL Introduction to Deep Learning > Session4 > Solutions > Image_Classification_MNIST_Solution
    0
    knime
  4. Workflow
    Simple CNN for Image Classification
    Deep learning Keras Image classification
    Train a CNN model to classify MNIST images. - Define network structure - Prepare and read the dataset - Preprocess images - Train…
    knime > Academic Alliance > Guide to Intelligent Data Science > Exercises > Chapter9_MNIST_Classification > Image_Classification_MNIST_Solution
    0
    knime
  5. Workflow
    Simple CNN for Image Classification
    Deep learning Keras Image classification
    Train a CNN model to classify MNIST images. - Define network structure - Prepare and read the dataset - Preprocess images - Train…
    knime > Academic Alliance > Guide to Intelligent Data Science > Exercises > Chapter9_MNIST_Classification > Image_Classification_MNIST_Exercise
    0
    knime
  6. Workflow
    Image Classification Application
    Deep learning Keras Image classification
    +3
    This workflow reads images of cats and dogs, performs some simple preprocessing, and trains and evaluates a Convolutional Neural …
    emilio_s > Simple Examples > Image Classification Application
    1
    emilio_s
  7. Workflow
    Mixing Deep Learning with XGBoost
    Deep Learning Machine Learning XGBoost
    +11
    This workflow shows how to train an XGBoost based image classifier that uses a pretrained convolutional neural network to extract…
    lyudmila > Public > Mixing_DL_with_XGBoost
    0
    lyudmila
  8. Workflow
    Mixing Deep Learning with XGBoost
    Deep Learning Machine Learning XGBoost
    +11
    This workflow shows how to train an XGBoost based image classifier that uses a pretrained convolutional neural network to extract…
    yusupov > Public > Mixing_DL_with_XGBoost
    0
    yusupov
  9. Workflow
    Mixing Deep Learning with XGBoost
    Deep Learning Machine Learning XGBoost
    +11
    This workflow shows how to train an XGBoost based image classifier that uses a pretrained convolutional neural network to extract…
    christian.birkhold > Deep Learning with XGBoost > Mixing_DL_with_XGBoost
    1
    christian.birkhold
  10. Workflow
    Mixing_DL_with_XGBoost
    Deep Learning Machine Learning XGBoost
    +11
    This workflow shows how to train an XGBoost based image classifier that uses a pretrained convolutional neural network to extract…
    nemad > Public > Mixing_DL_with_XGBoost
    0
    nemad
  11. Workflow
    Adult data income classification with ANN
    Neural network Keras Integer encoding
    +2
    Exercise of the L4-DL Introduction to Deep Learning Course. The dataset contains some demographic information from 32k adults col…
    knime > Education > Courses > L4-DL Introduction to Deep Learning > Session1 > Exercises > 02_Adult_Data_Classification_Exercise
    0
    knime
  12. Workflow
    Adult data income classification with ANN
    Neural network Keras Integer encoding
    +2
    Exercise of the L4-DL Introduction to Deep Learning Course. The dataset contains some demographic information from 32k adults col…
    knime > Education > Courses > L4-DL Introduction to Deep Learning > Session1 > Solutions > 02_Adult_Data_Classification_Solution
    0
    knime
  13. Workflow
    Train simple CNN
    Deep learning Keras Image classification
    In this workflow we create a simple Convolutional Neural Network using the DL Python Network Creator. We train this network on ou…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 04_Cats_and_Dogs > 02_Train_simple_CNN
    0
    knime
  14. Workflow
    Simple CNN for Image Classification
    Deep learning Keras Image classification
    +2
    Exercise of the L4-DL Introduction to Deep Learning Course. Train a CNN model to classify handwritten digit images with the corre…
    ahmadilham > Public > Image_Classification_MNIST
    0
    ahmadilham
  15. Workflow
    Train an FFNN for Classification
    Neural networks Deep learning Education
    +5
    This workflow shows how to train an FFNN for multionomial classification of the iris dataset.
    lada > Public > Examples > Train an FFNN for Classification
    0
    lada
  16. Workflow
    Simple CNN for Image Classification
    Deep learning Keras Image classification
    This workflow trains a simple convolutional neural network (CNN) on the MNIST dataset using Keras. The enclosed pictures are from…
    kathrin > Codeless Deep Learning with KNIME > Chapter 9 > MNIST_Classification > Image_Classification_MNIST
    3
    kathrin
  17. Workflow
    Weak Supervision on the Adult dataset
    Weak Supervision Weakly Supervised Learning Machine Learning
    +4
    This workflow shows how to use the Weak Label Model Learner and Predictor nodes to aggregate sources of weak supervision such as …
    knime > Examples > 04_Analytics > 13_Meta_Learning > 05_Weak_Supervision_on_the_Adult_dataset
    0
    knime
  18. Workflow
    Read Images and Train VGG
    Image Analysis Deep Learning Keras
    +1
    This workflow reads image patches downloaded and prepared by the previous workflows in the workflow group. It loads the VGG16 mod…
    knime > Examples > 50_Applications > 31_Histopathology_Blog_Post > 00_Keras_Transfer_Learning
    0
    knime
  19. Workflow
    Train VGG16 for binary image-classification
    Classification Deep-learning Keras
    +4
    Train a deep-learning model for image-classification into 2 target categories. The training is done by transfer learning of a VGG…
    l.thomas > Exploitation of qualitative image annotations > ImageClassification-DeepLearning > binary > Train-VGG16-binary
    0
    l.thomas
  20. Workflow
    a simple deep learning network for binary classification using the KNIME Keras integration (with a Python environment propagation)
    Neural networks Deep learning Codeless Deep Learning with KNIME
    +1
    a simple deep learning network for binary classification using the KNIME Keras integration (with a Python environment propagation…
    mlauber71 > Public > kn_example_deeplearning_keras_tensorflow_classification > kn_deeplearn_100_keras_basic
    0
    mlauber71