knee-cartilage-segmentati / Git / Commit [94d9b6]

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knee-cartilage-segmentati

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Commit [94d9b6] main

Initial commit

Authored by: JoelW 2025-04-21

Browse code at this revision

Parent: [b9684b]

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added	Experimentations/Exp1-Big Dilated model.ipynb
added	Experimentations/Exp10-Multi-Up Paths model.ipynb
added	Experimentations/Exp11-Train on patch of image.ipynb
added	Experimentations/Exp12-Train smaller U-Net.ipynb
added	Experimentations/Exp13-Ensemble model.ipynb
added	Experimentations/Exp14-Label smoothing and noisy ground truth.ipynb
added	Experimentations/Exp15-Human expert comparison with model.ipynb
added	Experimentations/Exp2-Different loss function.ipynb
added	Experimentations/Exp3-Trying Diff normalization method.ipynb
added	Experimentations/Exp4-Trying yet another loss function.ipynb
added	Experimentations/Exp5-Perturbation analysis.ipynb
added	Experimentations/Exp6-Trying Dropout.ipynb
added	Experimentations/Exp7-Training smaller dilated U-Net.ipynb
added	Experimentations/Exp8-Trying L2 regularization with smaller dilated U-Net.ipynb
added	Experimentations/Exp9-Trying even smaller dilated U-Net.ipynb
added	Feature_extraction_Cartilage.ipynb
added	Implementation_3d.ipynb
added	README.md
added	Traditonal_ML_models.ipynb
added	dataloader_2d.py
added	dataloader_3d.py
added	ensemble_model.py
added	evaluate_2d.py
added	evaluate_3d.py
added	evaluate_ensemble.py

Experimentations/Exp1-Big Dilated model.ipynb Diff Switch to side-by-side view

Experimentations/Exp10-Multi-Up Paths model.ipynb Diff Switch to side-by-side view

Experimentations/Exp11-Train on patch of image.ipynb Diff Switch to side-by-side view

Experimentations/Exp12-Train smaller U-Net.ipynb Diff Switch to side-by-side view

Experimentations/Exp13-Ensemble model.ipynb Diff Switch to side-by-side view

Experimentations/Exp14-Label smoothing and noisy ground truth.ipynb Diff Switch to side-by-side view

Experimentations/Exp15-Human expert comparison with model.ipynb Diff Switch to side-by-side view

Experimentations/Exp2-Different loss function.ipynb Diff Switch to side-by-side view

Experimentations/Exp3-Trying Diff normalization method.ipynb Diff Switch to side-by-side view

Experimentations/Exp4-Trying yet another loss function.ipynb Diff Switch to side-by-side view

Experimentations/Exp5-Perturbation analysis.ipynb Diff Switch to side-by-side view

Experimentations/Exp6-Trying Dropout.ipynb Diff Switch to side-by-side view

Experimentations/Exp7-Training smaller dilated U-Net.ipynb Diff Switch to side-by-side view

Experimentations/Exp8-Trying L2 regularization with smaller dilated U-Net.ipynb Diff Switch to side-by-side view

Experimentations/Exp9-Trying even smaller dilated U-Net.ipynb Diff Switch to side-by-side view

Feature_extraction_Cartilage.ipynb Diff Switch to side-by-side view

Implementation_3d.ipynb Diff Switch to side-by-side view

README.md Diff Switch to side-by-side view

Traditonal_ML_models.ipynb Diff Switch to side-by-side view

dataloader_2d.py Diff Switch to side-by-side view

dataloader_3d.py Diff Switch to side-by-side view

ensemble_model.py Diff Switch to side-by-side view

evaluate_2d.py Diff Switch to side-by-side view

evaluate_3d.py Diff Switch to side-by-side view

evaluate_ensemble.py Diff Switch to side-by-side view

1 2 3 > >> (Page 1 of 3)