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ConvNeXt (AD vs NC) — ADNI Slice Classification - #277

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simarrwadhawan wants to merge 23 commits into

shakes76:mainfrom

simarrwadhawan:topic-recognition

Commits on Sep 21, 2025

Added recognition branch for tasks
shakes76
committed
fe94a07

Commits on Oct 29, 2025

feat(modules): add ConvNeXt classifier via timm (AD vs CN)
simarrwadhawan
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3dcb702
feat(dataset): ADNIDataset with train/val split, IMN transforms
simarrwadhawan
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4ff7c4c
feat(train): loops + best/last checkpoints; add AvgMeter/set_seed
simarrwadhawan
committed
00fe98c
feat(predict): CLI to load checkpoint and score images
simarrwadhawan
committed
9ab21cd
feat(modules): add ConvNeXt classifier via timm (AD vs CN)
simarrwadhawan
committed
13ef51a
feat(dataset): ADNIDataset with train/val split and IMN transforms
simarrwadhawan
committed
7d1eb23
feat(train): loops + best/last checkpoints; add AvgMeter & set_seed
simarrwadhawan
committed
dd809f7
feat(predict): CLI to load checkpoint and score images
simarrwadhawan
committed
a13ac26
build(deps): add pinned requirements for ADNI ConvNeXt project
simarrwadhawan
committed
1c1e868

Commits on Nov 1, 2025

Fix ADNI dataset paths and update training code
simarrwadhawan
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df5185d
Fix dataset for NC and AD_NC path
simarrwadhawan
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aa016c3
Merge main into topic-recognition
s4977354
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dde6756

Commits on Nov 2, 2025

Update: latest training code & dataset pipeline
simarrwadhawan
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cd611e7
Add class weights and fix tensor handling - 74.33% test accuracy
s4977354
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fd1c6b8

Commits on Nov 4, 2025

perf(eval): reach 78.18% slice accuracy with TTA (hflip) + threshold=0.55
s4977354
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298a8dc
Created README.md
simarrwadhawan
authored
49494c1

Commits on Nov 5, 2025

Completed README.md
simarrwadhawan
authored
82fbb8f
docs(readme): add evaluation figures (78.18% slice acc)
simarrwadhawan
committed
34155e4
Update README.md with images
simarrwadhawan
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37dc0e0
chore(repo): add .gitignore and remove local artifacts
simarrwadhawan
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9d9bc9f
chore: remove SLURM script and ignore HPC/log artifacts
simarrwadhawan
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e79bf59
Update README.md
simarrwadhawan
authored
b323b25