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JonathanFhima
/
RLAD-SwinV2-Large
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2
Image Segmentation
ONNX
Safetensors
JonathanFhima/REYIA
retinal-fundus
artery-vein-segmentation
medical-imaging
ophthalmology
swinv2
arxiv:
2503.01190
License:
apache-2.0-code-plus-noncommercial-weights
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RLAD-SwinV2-Large
933 MB
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1 contributor
History:
30 commits
JonathanFhima
Remove weights/model.yaml - superseded by the single root config.yaml
284a8d9
verified
34 minutes ago
pvbm
Rehost PVBM optic-disc-segmenter weights (Google Drive link was broken/rate-limited)
about 11 hours ago
weights
Remove weights/model.yaml - superseded by the single root config.yaml
34 minutes ago
.gitattributes
1.75 kB
Add Table 4 (pretraining/generation ablation)
about 21 hours ago
LUNetv2.py
2.87 kB
Trim dead training-only code paths (loss-alpha bookkeeping, unused random-init branch, dead pre_load_model checkpoint-surgery block, unused imports) - none of it executes for inference; verified via strict safetensors load + identical forward-pass output
34 minutes ago
README.md
5.23 kB
Link the RLAD + PVBM end-to-end tutorial
about 10 hours ago
benchmark_examples.png
659 kB
xet
Replace AV-WIDE example with a better-lit source image (the old one was nearly black, vessels looked like they were floating on nothing)
43 minutes ago
config.yaml
173 Bytes
Add root-level config.yaml so HF Hub counts downloads (its default download-tracker only watches config.json/config.yaml/etc. at repo root)
about 1 hour ago
example.png
1.43 MB
xet
Regenerate example with higher mask alpha
about 21 hours ago
infer.py
3.28 kB
Load the model config from the single root config.yaml instead of weights/model.yaml
34 minutes ago
requirements.txt
86 Bytes
Initial release: LUNetv2 SwinV2-Large retinal AV segmentation, RLAD-augmented
about 21 hours ago
table3_dataset_ablation.png
108 kB
xet
Add Table 3 (dataset ablation)
about 21 hours ago
table4_pretraining.png
123 kB
xet
Add Table 4 (pretraining/generation ablation)
about 21 hours ago