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Image classification
Deep Learning Keras Cat Dog CNN TensorFlow Education
  1. Go to item
    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
  2. Go to item
    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
  3. Go to item
    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
  4. Go to item
    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
  5. Go to item
    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
  6. Go to item
    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
  7. Go to item
    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
  8. Go to item
    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
  9. Go to item
    Workflow
    Edit MNIST SavedModel
    Deep learning TensorFlow Image classification
    This workflow shows how to edit a TensorFlow model using the TensorFlow Python API by adding an additional output to a model. The…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 03_TensorFlow > 04_Edit_MNIST_SavedModel
    0
    knime
  10. Go to item
    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…
    kathrin > Forum Questions > 02_Train_simple_CNN
    0
    kathrin
  11. Go to item
    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…
    mlauber71 > Public > kn_example_deeplearning_cats_dogs > kn_dl_02_train_simple_cnn
    0
    mlauber71
  12. Go to item
    Workflow
    Preprocess image data
    Deep learning Keras Image classification
    In this workflow we pre-process the image data, which we will use throughout the following example workflows. Please note: The wo…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 04_Cats_and_Dogs > 01_Preprocess_image_data
    1
    knime
  13. Go to item
    Workflow
    Fine-tune VGG16
    Deep learning Keras Image classification
    In this workflow we are fine-tuning a VGG1G network, similar to "Fine-tune VGG16 (Python)". However, we won't make use of the DL …
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 04_Cats_and_Dogs > 04_Fine-tune_VGG16
    0
    knime
  14. Go to item
    Workflow
    Fine-tune VGG16 (Python)
    Deep learning Keras Image classification
    Instead of creating our own network architecture as in the previous workflow "Train simple CNN", in this workflow we use the pre-…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 04_Cats_and_Dogs > 03_Fine-tune_VGG16_Python
    0
    knime
  15. Go to item
    Workflow
    Malaria Image Classification using Transfer Learning (VGG16)
    Image classification Computer vision Vgg16
    +3
    The workflow focuses on using KNIME in order to employ transfer learning methods (VGG16 with imagenet weights) to do image classi…
    june__ > Image and Non-Image Classification > Malaria Image Classification using Transfer Learning (VGG16)
    0
    june__
  16. Go to item
    Workflow
    Use a TensorFlow Hub model for TensorFlow 2
    Tf Tfhub TensorFlow Hub
    +5
    This workflow shows how a model from the TensorFlow Hub can be used in KNIME. MobileNet is used to predict the class of 6 images.…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 04_TensorFlow2 > 05_Use_a_TFHub_Model
    0
    knime
  17. Go to item
    Workflow
    Train simple CNN
    Deep learning Keras Image classification
    +2
    In this workflow we create a simple Convolutional Neural Network using the Keras Layer nodes. We train this network on our augmen…
    bwilhelm > Public > I2K_2022_Workshop_DL_with_KNIME > CatsDogsClassification > 02_Train_simple_CNN
    0
    bwilhelm
  18. Go to item
    Workflow
    Preprocess image data
    Deep learning Keras Image classification
    +2
    In this workflow we pre-process and augment the image data, which we will use throughout the following example workflows.
    bwilhelm > Public > I2K_2022_Workshop_DL_with_KNIME > CatsDogsClassification > 01_Preprocess_image_data
    0
    bwilhelm
  19. Go to item
    Workflow
    Train simple CNN
    Deep learning Keras Image classification
    +2
    In this workflow we create a simple Convolutional Neural Network using the Keras Layer nodes. We train this network on our augmen…
    davek > Public > DL_Workshop_ImgAna_2020 > CatsDogsClassification > 02_Train_simple_CNN
    0
    davek
  20. Go to item
    Workflow
    Preprocess image data
    Deep learning Keras Image classification
    In this workflow we pre-process the image data, which we will use throughout the following example workflows.
    bwilhelm > Public > DL_Workshop > Cats_and_Dogs > 01_Preprocess_image_data
    0
    bwilhelm

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