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Commits on Jan 18, 2025

• Total update

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Commits on Sep 2, 2024

• First upload

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• blabla

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Commits on Jan 30, 2024

• Updated README.md

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• Refactored whole project:

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Commits on Nov 20, 2023

• Added new dataset splitter, old will be removed soon

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Commits on Nov 17, 2023

• Fixed MTCNN+deeplab.py to also save deeplab only imgs

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• Fixed training script and json

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Commits on Nov 16, 2023

• Added dataset_splitter.py, updated json for apophis, updated classifier

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Commits on Nov 14, 2023

• Added finer segmentation of faces using deeplab in MTCNN+deeplab.py

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• MTCNN segmentation implementation

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Commits on Nov 10, 2023

• Merge remote-tracking branch 'origin/main'

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• Added better mtcnn face extraction to utils.py. Old one will be deleted soon

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• Added better mtcnn face extraction to utils.py. Old one will be deleted soon

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Commits on Nov 8, 2023

• Added merge_dataset to utils.py (description inside)

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• Added merge_dataset (description inside)

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Commits on Nov 7, 2023

• Added utils.py for useful function collection

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Commits on Jul 16, 2023

• Fixed output folder and started encoder only script

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• Code refactoring. Added classifier + SHAP script

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Commits on Mar 15, 2023

• Modified last step of mobilenet enc

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• Added three scripts to check mnet encoding

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Commits on Mar 14, 2023

• Added code for test set evaluation to transfer learning img

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Commits on Mar 11, 2023

• Modified transfer learning img for batch loading

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Commits on Mar 8, 2023

• Removed templates from dataset splitter

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• Modified hosvd script to load and process chunks of images

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• Removed un print brutto

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• Modified hosvd script for checkpointing

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• Modified preprocessing and hosvd. Added img-only transfer learning script

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Commits on Mar 4, 2023

• Modified transfer learning script

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Commits on Mar 3, 2023

• Added shrink perturb repeat code

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• Added MLP on top of mobilenetV3 for classification

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Commits on Mar 2, 2023

• Added model evaluation

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Commits on Mar 1, 2023

• Added transfer learning script

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• Added progress bars, modified compression rates, updated requirements, added compressed images visualization in yolo.py

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• Added yolo.py for reconstructing and classifying imgs

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