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Notebooks Classificador

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DiogoCosta18
2026-05-14 16:20:33 +01:00
parent 9ae334410d
commit 2062a91985
734 changed files with 75472 additions and 1730 deletions
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classifier/notebooks/02_preprocessing.ipynb
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@@ -14,7 +14,7 @@
"\n",
"Face crops are generated offline with `classifier/tools/facecrop.py`, producing `cropped/classifier/`. Training configs then choose either raw `data/` or the cropped directory through `data_dir`; face cropping is not hidden inside the transform pipeline.\n",
"\n",
"Roadmap link: this notebook implements the defenses motivated by `01_eda`; `03_phase1_analysis` then asks which baseline model benefits under that fixed protocol.\n"
"Roadmap link: this notebook implements the defenses motivated by `01_eda`; `03_baselines` then asks which baseline model benefits under that fixed protocol.\n"
]
},
{
@@ -716,7 +716,7 @@
"- augmentation is train-only and can either improve robustness or over-regularize;\n",
"- normalization is tested as a color-shortcut diagnostic, while ImageNet/default normalization remains the standard pretrained-model default.\n",
"\n",
"Next: `03_phase1_analysis.ipynb` uses this fixed protocol to compare SimpleCNN and pretrained ResNet18 baselines.\n"
"Next: `03_baselines.ipynb` uses this fixed protocol to compare SimpleCNN and pretrained ResNet18 baselines.\n"
]
}
],