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ariyul
/
Pulmo
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0
Image Classification
PyTorch
medical-imaging
lung-nodule
ct
concept-bottleneck
knowledge-distillation
explainable-ai
License:
cc-by-4.0
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Pulmo
19.1 MB
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2 commits
ariyul
Add Pulmo: 2.5D concept-bottleneck student model distilled from 3D teacher for lung nodule detection, malignancy classification, and segmentation on LUNA16/LIDC-IDRI
8e23aec
verified
about 13 hours ago
.gitattributes
Safe
1.52 kB
initial commit
about 13 hours ago
README.md
4.52 kB
Add Pulmo: 2.5D concept-bottleneck student model distilled from 3D teacher for lung nodule detection, malignancy classification, and segmentation on LUNA16/LIDC-IDRI
about 13 hours ago
config.json
1.62 kB
Add Pulmo: 2.5D concept-bottleneck student model distilled from 3D teacher for lung nodule detection, malignancy classification, and segmentation on LUNA16/LIDC-IDRI
about 13 hours ago
inference_example.py
2.62 kB
Add Pulmo: 2.5D concept-bottleneck student model distilled from 3D teacher for lung nodule detection, malignancy classification, and segmentation on LUNA16/LIDC-IDRI
about 13 hours ago
modeling.py
5.15 kB
Add Pulmo: 2.5D concept-bottleneck student model distilled from 3D teacher for lung nodule detection, malignancy classification, and segmentation on LUNA16/LIDC-IDRI
about 13 hours ago
student_2p5d_best.pth
pickle
Detected Pickle imports (6)
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
,
"collections.OrderedDict"
,
"numpy.dtype"
,
"_codecs.encode"
,
"numpy._core.multiarray.scalar"
How to fix it?
19.1 MB
xet
Add Pulmo: 2.5D concept-bottleneck student model distilled from 3D teacher for lung nodule detection, malignancy classification, and segmentation on LUNA16/LIDC-IDRI
about 13 hours ago