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README.md
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# Color tags
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## An App classifying images on different colors
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Color tags are very useful for finding pictures on the web, such as in e-commerce applications.
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This App provides color tags for uploaded image files.
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The underlying model was trained using a basic Convolutional Neural Network and an EfficientNet, with the latter giving slightly better results [
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For training and validation, the Vehicles Color Recognition (VCoR) dataset was used, which has 15 colors classes [
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One goal of this project
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## Contact
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Ruthger Righart
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Data scientist in machine learning and computer vision
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Email: rrighart@googlemail.com
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Web: https://www.rrighart.com
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## References
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---
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title: color tags
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colorFrom: gray
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colorTo: purple
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sdk: gradio
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sdk_version: 3.1.4
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app_file: app.py
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pinned: false
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---
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# Color tags
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## An App classifying images on different colors
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Color tags are very useful for finding pictures on the web, such as in e-commerce applications.
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This App provides color tags for uploaded image files.
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The underlying model was trained using a basic Convolutional Neural Network and an EfficientNet, with the latter giving slightly better results [1](https://www.kaggle.com/code/rrighart/the-prediction-of-color-tags/data) .
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For training and validation, the Vehicles Color Recognition (VCoR) dataset was used, which has 15 colors classes [2](https://www.kaggle.com/datasets/landrykezebou/vcor-vehicle-color-recognition-dataset). A separate unseen testset has overall accuracy of 84%
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One goal of this project was to see if the model can generalizes to other kind of products and objects. For this purpose I have used Fashion Product Images [3](https://www.kaggle.com/datasets/paramaggarwal/fashion-product-images-small) and several test images show promising results.
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## Contact
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Ruthger Righart
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Self-employed data scientist in machine learning and computer vision
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Email: rrighart@googlemail.com
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Web: https://www.rrighart.com
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## References
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1. https://www.kaggle.com/code/rrighart/the-prediction-of-color-tags/data .
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2. https://www.kaggle.com/datasets/landrykezebou/vcor-vehicle-color-recognition-dataset
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3. https://www.kaggle.com/datasets/paramaggarwal/fashion-product-images-small
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