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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
    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
  2. Go to item
    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
    scottf
  3. Go to item
    Workflow
    KNIME Deep Learning - Classify images using InceptionV3
    Deep learning Keras Image classification
    This workflow performs classification on some sample images using the InceptionV3 deep learning network architecture, trained on …
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 01_Classify_images_using_InceptionV3
    1
    knime
  4. Go to item
    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
    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
    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
  7. 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 > DL_Workshop > CatsDogsClassification > 02_Train_simple_CNN
    0
    bwilhelm
  8. 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 > DL_Workshop > CatsDogsClassification > 01_Preprocess_image_data
    0
    bwilhelm
  9. Go to item
    Workflow
    CNN for Image Classification of the MNIST Fashion Dataset
    CNN Image Classification Deep Learning
    +1
    This workflow trains a Convolution Neural Network (CNN) to classify the images of the MNIST Fashion Dataset into ten different cl…
    ADILT22 > Course Material - Codefree Introduction to Data Science > VL9 - Neural Networks Shallow and Deep > Workflows > Image_Classification_with_CNN
    0
    ADILT22
  10. Go to item
    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
  11. Go to item
    Workflow
    Train MNIST classifier
    Deep learning TensorFlow Image classification
    This workflow trains a simple convolutional neural network (CNN) on the MNIST dataset via TensorFlow.
    hawk326040 > Public > 03_Train_MNIST_classifier
    0
    hawk326040
  12. 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
  13. 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.
    davek > Public > DL_Workshop_ImgAna_2020 > CatsDogsClassification > 01_Preprocess_image_data
    0
    davek
  14. Go to item
    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
  15. Go to item
    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
  16. Go to item
    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
  17. Go to item
    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
  18. 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__
  19. Go to item
    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
  20. Go to item
    Workflow
    畳み込みニューラルネットワークのトレーニング
    Deep learning TensorFlow Image classification
    このワークフローは、TensorFlowを介してMNISTデータセット上でシンプルな畳み込みニューラルネットワーク(CNN)を学習します。 例題を実行するためには、以下のKNIME拡張機能がインストールされていることを確認してください。 * KNIME De…
    infocom > Public > 04_分析 > 14_ディープラーニング > 03_TensorFlow > 03_畳み込みニューラルネットワークのトレーニング
    0
    infocom

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