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13 results

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Image Analysis
Deep learning Keras Image processing Classification Data Mining Dimensionality Reduction Embedding
  1. Go to item
    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
  2. Go to item
    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
  3. Go to item
    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
  4. Go to item
    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
  5. Go to item
    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
  6. Go to item
    Workflow
    Transfer Learning for Cancer Cell Classification
    Life Science Image Analysis Deep Learning
    +1
    When running this workflow finish executing each section before starting the next. Each portion of the workflow creates files ref…
    kathrin > Codeless Deep Learning with KNIME > Chapter 9 > Cancer_Cell_Classification > Transfer_Learning_for_Image_Cancer_Cell_Classification
    0
    kathrin
  7. Go to item
    Workflow
    Read Images and Train VGG
    Life Science Image Analysis Deep Learning
    +1
    This workflow reads image patches downloaded and prepared by the previous workflows in the workflow group. It loads the VGG16 mod…
    b_eslami > Public > 31_Histopathology_Blog_Post > 00_Keras_Transfer_Learning
    0
    b_eslami
  8. Go to item
    Workflow
    Download Dataset
    Life Science Image Analysis Deep Learning
    +1
    This workflow allows the user to download the dataset. Note that the tar.gz file is ~ 2Gb. Original research article: Meng, Tao, …
    b_eslami > Public > 31_Histopathology_Blog_Post > _legacy_version > 00_Download_Dataset
    0
    b_eslami
  9. Go to item
    Workflow
    01_caption_preprocessing
    Image processing Image analysis Image captioning
    +5
    After we cleaned the training captions and pre-calculated image-/word- features, the caption network can be trained. In this exam…
    bwilhelm > Public > I2K_2022_Workshop_DL_with_KNIME > ImageCaptioning > 04_train_model
    0
    bwilhelm
  10. Go to item
    Workflow
    01_caption_preprocessing
    Image processing Image analysis Image captioning
    +5
    After we cleaned the training captions and pre-calculated image-/word- features, the caption network can be trained. In this exam…
    davek > Public > DL_Workshop_ImgAna_2020 > ImageCaptioning > 04_train_model
    0
    davek
  11. Go to item
    Workflow
    Semantic Segmentation with Deep Learning in KNIME
    Deep learning Image processing Image analysis
    +10
    This workflow shows how the new KNIME Keras integration can be used to train and deploy a specialized deep neural network for sem…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 02_Keras > 06_Semantic_Segmentation
    0
    knime
  12. Go to item
    Workflow
    01_caption_preprocessing
    Image processing Image analysis Image captioning
    +5
    In this workflow we look-up a GLOVE embedding vector (https://nlp.stanford.edu/projects/glove/) for each word in our caption voca…
    bwilhelm > Public > I2K_2022_Workshop_DL_with_KNIME > ImageCaptioning > 03_create_glove_vector_dictionary
    0
    bwilhelm
  13. Go to item
    Workflow
    01_caption_preprocessing
    Image processing Image analysis Image captioning
    +5
    In this workflow we look-up a GLOVE embedding vector (https://nlp.stanford.edu/projects/glove/) for each word in our caption voca…
    davek > Public > DL_Workshop_ImgAna_2020 > ImageCaptioning > 03_create_glove_vector_dictionary
    0
    davek

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