Deploying CNN Predictor for cats and dogs images - Deep Learning

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Classifying Images of Cats and Dogs - Deployment

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.

Reference:
F. Villaroel Ordenes & R. Silipo, “Machine learning for marketing on the KNIME Hub: The development of a live repository for marketing applications”, Journal of Business Research 137(1):393-410, DOI: 10.1016/j.jbusres.2021.08.036.

URL: Dataset on Kaggle https://www.kaggle.com/c/dogs-vs-cats/data

Nodes

• Column Filter2 ×
• Chunk Loop Start1 ×
• Color Manager1 ×
• Component Input1 ×
• Component Output1 ×
• Show all 26 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Conda Integration
• FeatureKNIME Deep Learning - Keras Integration
• FeatureKNIME Image Processing
• FeatureKNIME JavaScript Views (Labs)
• Show all 8 modules

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