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Keras Deep learning Dog Image classification CNN
  1. 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
  2. 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 > DL_Workshop > CatsDogsClassification > 01_Preprocess_image_data
    0
    bwilhelm
  3. 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 > DL_Workshop > CatsDogsClassification > 02_Train_simple_CNN
    0
    bwilhelm
  4. 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 …
    bwilhelm > Public > DL_Workshop > CatsDogsClassification > 03_Fine-tune_ResNet50
    0
    bwilhelm
  5. 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 …
    pratham18 > Public > Image Classification Application
    0
    pratham18
  6. 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…
    knime > Machine Learning and Marketing > Other Analytics > Image Analysis > Image Classification > 02_Classifying_Cats_and_Dogs_Deployment
    0
    knime
  7. 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 …
    knime > Machine Learning and Marketing > Other Analytics > Image Analysis > Image Classification > 01_Classifiying_Cats_and_Dogs_Training
    0
    knime
  8. 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
  9. 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
    davek
  10. 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 …
    roberto_cadili > A Friendly Introduction to Codeless Deep Learning > CNN for Image Classification > Building CNN Predictor for cats and dogs images - Deep Learning
    0
    roberto_cadili
  11. 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
    roberto_cadili
  12. 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
    roberto_cadili
  13. 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
    roberto_cadili
  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
    davek