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DoB24
/
fundus-9model-benchmark
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0
Image Classification
PyTorch
DoB24/fundus-10class-augmented
medical-imaging
ophthalmology
fundus
retinal-disease
benchmark
ensemble
cross-validation
arxiv:
2304.07193
arxiv:
2103.14030
License:
apache-2.0
Model card
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fundus-9model-benchmark
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3 commits
DoB24
Remove non-research HF push helper
b90081d
verified
3 months ago
build_grouped_split.py
8.98 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
build_holdout_split.py
4.19 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
ensemble_and_stats.py
10.1 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
generate_all_gradcam.py
8.92 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
hparams.json
2.21 kB
Add academic polish: inference example, hparams, CITATION.cff, dataset figures, per-class CSVs
3 months ago
inference_example.py
3.33 kB
Add academic polish: inference example, hparams, CITATION.cff, dataset figures, per-class CSVs
3 months ago
launch_on_vm.sh
2.02 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
launch_phase2b.sh
1.18 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
launch_v2_v3.sh
3.54 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
run_final_experiments.py
19.8 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
run_foundation_models.py
17.8 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago
run_v2_experiments.py
20.5 kB
Add 9-model fundus benchmark: weights + results + splits + code + README
3 months ago