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| <h1>MSc</h1> | |
| <p class="meta">vinyl covers · CNN + Concept Whitening</p> | |
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| Music genre from album art. Two CNNs: batch-norm baseline and | |
| <b>Concept Whitening</b> for feature transparency. | |
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| Notebook: <a href="https://huggingface.co/datasets/lyffseba/xai-studies/tree/main/dissertation">dissertation/</a> | |
| in the dataset · private monorepo <a href="https://github.com/lyffseba/xai">xai</a> · | |
| public archive <a href="https://github.com/lyffseba/msc-dissertation">msc-dissertation</a>. | |
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| Running cells needs TensorFlow/Keras and local image paths — not offline-stdlib like model studies. | |
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