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17 changes: 10 additions & 7 deletions emdatabase/index/TutorialUNet.yaml
Original file line number Diff line number Diff line change
@@ -1,11 +1,10 @@
# $schema: ./json-schema.json
TutorialUNet:
description: >-
Trained weights for the small U-Net from the quantem tutorial
neural_networks_02_unet.ipynb (quantem.core.ml.CNN2d, single-channel
segmentation of synthetic shapes). A plain state dict saved with
torch.save(model.state_dict(), path); load with torch.load(path,
weights_only=True) into CNN2d(in_channels=1, out_channels=1,
Trained weights for the small U-Net from the quantem tutorial neural_networks_02_unet.ipynb
(quantem.core.ml.CNN2d, single-channel segmentation of synthetic shapes).
A plain state dict saved with torch.save(model.state_dict(), path); load
with torch.load(path, weights_only=True) into CNN2d(in_channels=1, out_channels=1,
final_activation=torch.nn.Sigmoid()).
source: https://drive.google.com
file: nn02_unet1_weights.pt
Expand All @@ -25,10 +24,14 @@ TutorialUNet:
quantem: ">=0.1"
latest:
url: https://drive.google.com/uc?export=download&id=1inQ6DQ2zH40CcdTSiXGnpG_oRAWdKwHL
checksum: md5:bcdc37950e37dc132499b63660f44485
size_bytes: 2632696
checksum: md5:6245e563e965316cf72dd89d58a2fdb2
size_bytes: 2632962
versions:
"260902":
url: https://github.com/electronmicroscopy/emdatabase/releases/download/weights-archive/TutorialUNet_260902.pt
checksum: md5:bcdc37950e37dc132499b63660f44485
size_bytes: 2632696
"260903":
url: https://github.com/electronmicroscopy/emdatabase/releases/download/weights-archive/TutorialUNet_260903.pt
checksum: md5:6245e563e965316cf72dd89d58a2fdb2
size_bytes: 2632962
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