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Deep Learning
Image classification
Keras Cat Dog CNN TensorFlow
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  1. 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
  2. Workflow
    KNIME Deep Learning - Train MNIST classifier with Keras nodes
    Deep learning Keras Image classification
    This workflow trains a simple convolutional neural network (CNN) on the MNIST dataset via Keras. You can use either a code based …
    scottf > Public > Train_MNIST_classifier_Keras_Nodes
    1
  3. Workflow
    KNIME Deep Learning - Classify images using ResNet50
    Deep learning Keras Image classification
    This workflow performs classification on some sample images using the ResNet50 deep learning network architecture, trained on Ima…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 02_Classify_images_using_ResNet50
    1
  4. 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
  5. Workflow
    Classifying Images of Cats and Dogs - Training
    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 > Public Exercises > DL Italia > Lesson 4 > 3) 01_Classifiying_Cats_and_Dogs_Training - km
    0
  6. Workflow
    Classifying Images of Cats and Dog with Transfer Learning - Training
    Deep learning Keras Image classification
    +2
    This workflow reads images of cats and dogs, performs some simple preprocessing, and uses Transfer Learning (VGG16) to train the …
    roberto_cadili > A Friendly Introduction to Codeless Deep Learning > CNN for Image Classification > Transfer learning for CNN Predictor for cats and dogs images - Deep Learning (freeze layer)
    0
  7. 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.
    davek > Public > DL_Workshop_ImgAna_2020 > CatsDogsClassification > 01_Preprocess_image_data
    0
  8. Workflow
    Map Softmax Output to Class Names Example
    Deep learning Keras Image classification
    This workflow shows how to map softmax output of a classification network to class names.
    davek > Public > Map Softmax Output to Class Names Example
    0
  9. 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
  10. Workflow
    Classifying Images of Cats and Dogs - Training (Exercise)
    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 …
    roberto_cadili > A Friendly Introduction to Codeless Deep Learning > CNN for Image Classification > exercise > Building CNN Predictor for cats and dogs images - Exercise
    0
  11. Workflow
    Classifying handwritten digits using KNIME, DL4J and a LeNet variant
    Deep learning GPU Image classification
    +2
    The workflow downloads, uncompresses and preprocesses the original MNIST dataset. The two "Normalize Images" components use the K…
    hilal > Public > 01_Using_DeepLearning4J_to_classify_MNIST_Digits
    0
  12. 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
  13. 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
  14. Workflow
    Fine-tune VGG16
    Deep learning Keras Image classification
    +2
    In this workflow we are fine-tuning a ResNet50 (https://keras.io/api/applications/resnet/#resnet50-function). First, we download …
    davek > Public > DL_Workshop_ImgAna_2020 > CatsDogsClassification > 03_Fine-tune_ResNet50
    0
  15. 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…
    bwilhelm > Public > DL_Workshop > Cats_and_Dogs > 02_Train_simple_CNN
    0
  16. 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
  17. 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…
    mlauber71 > Public > kn_example_deeplearning_cats_dogs > kn_dl_01_preprocess_image_data
    0
  18. 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-…
    mlauber71 > Public > kn_example_deeplearning_cats_dogs > kn_dl_03_fine_tune_vgg16_python
    0
  19. Workflow
    Classifying Images of Cats and Dogs - Deployment
    Deep learning Keras Image classification
    +3
    This workflow reads images of cats and dogs and applies a trained CNN to classify whether there is a dog or a cat on an image. Re…
    roberto_cadili > A Friendly Introduction to Codeless Deep Learning > CNN for Image Classification > Deploying CNN Predictor for cats and dogs images - Deep Learning
    0
  20. Workflow
    Classifying Images of Cats and Dogs - Deployment
    Deep learning Keras Image classification
    +3
    This workflow reads images of cats and dogs and applies a trained CNN to classify whether there is a dog or a cat on an image. If…
    emilio_s > Public Exercises > DL Italia > Lesson 4 > 3) 02_Classifying_Cats_and_Dogs_Deployment - km
    0