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Ruben van de Ven 2023-01-12 16:52:32 +01:00
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Stylegan3.ipynb
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@ -13,13 +13,12 @@
"\n", "\n",
"## To do\n", "## To do\n",
"\n", "\n",
"* Way to explore/browse dataset\n",
"* ~~Interpolate images using their w~~\n", "* ~~Interpolate images using their w~~\n",
"* ~~Generate images with different w~~\n", "* ~~Generate images with different w~~\n",
"* find directions for particular categories (see [Learn Directions](https://towardsdatascience.com/stylegan-v2-notes-on-training-and-latent-space-exploration-e51cf96584b3) )\n", "* ~~find directions for particular categories (see [Learn Directions](https://towardsdatascience.com/stylegan-v2-notes-on-training-and-latent-space-exploration-e51cf96584b3) )~~\n",
" * do this for rue/avenue/boulevard, and arrondisement\n", " * do this for rue/avenue/boulevard, and arrondisement\n",
" * run PCA on the points and colour them by category (arrondisement/street type)\n", " * ~~run PCA on the points and colour them by category (arrondisement/street type)~~\n",
" * try t-SNE instead of PCA\n", " * ~~try t-SNE instead of PCA~~\n",
"* Examine more hyperparams in `train.py`" "* Examine more hyperparams in `train.py`"
] ]
}, },