Other Open Access
CVD graphene SEM image segmentation
Aagam Shah;
Joshua Schiller;
Isiah Ramos;
Sameh Tawfick;
Elif Ertekin
This model (2D U-Net) segments grayscale SEM images of graphene into binary masks of pixels that contain graphene (labelled 1) and pxiels that do not contain graphene (labelled 0) (Uploaded via https://bioimage.io)
Files
(118.3 MB)
| Name | Size | |
|---|---|---|
|
__MACOSX/._example_image_3.npy
md5:d74c6f5fc24ee8b3beb4c7d345eb9946 |
212 Bytes | Download |
|
__MACOSX/._example_image_3.tif
md5:d74c6f5fc24ee8b3beb4c7d345eb9946 |
212 Bytes | Download |
|
__MACOSX/._model_E099_0.npy
md5:d74c6f5fc24ee8b3beb4c7d345eb9946 |
212 Bytes | Download |
|
__MACOSX/._model_E099_0.tif
md5:d74c6f5fc24ee8b3beb4c7d345eb9946 |
212 Bytes | Download |
|
__MACOSX/._postprocessing.ijm
md5:d74c6f5fc24ee8b3beb4c7d345eb9946 |
212 Bytes | Download |
|
__MACOSX/._preprocessing.ijm
md5:d74c6f5fc24ee8b3beb4c7d345eb9946 |
212 Bytes | Download |
|
__MACOSX/._rdf.yaml
md5:7433c01af2f5a27f3b7bd56f5832db1d |
576 Bytes | Download |
|
__MACOSX/._README.md
md5:1a0d7c650372569cab85d35f782b0070 |
212 Bytes | Download |
|
__MACOSX/._tensorflow_saved_model_bundle.zip
md5:d74c6f5fc24ee8b3beb4c7d345eb9946 |
212 Bytes | Download |
|
example_image_3.npy
md5:a43f5442391d25e85501f83bbdce2a7d |
1.3 MB | Download |
|
example_image_3.tif
md5:7fb9941625917ad3a8c9d06d8a73a2ba |
1.3 MB | Download |
|
model_E099_0.npy
md5:2c04ad87c1af7b17247a19792f16ee65 |
262.3 kB | Download |
|
model_E099_0.tif
md5:7edec51e835f8c1314702f30ffee7e64 |
262.3 kB | Download |
|
postprocessing.ijm
md5:7a6d22e84820a432d94545afdfcc0a9d |
348 Bytes | Download |
|
preprocessing.ijm
md5:1264ee2d34f53d2ac10cc24e202a166c |
474 Bytes | Download |
|
rdf.yaml
md5:cbb9013ded85a234e62394e4aecdac4e |
3.2 kB | Download |
|
README.md
md5:68b329da9893e34099c7d8ad5cb9c940 |
1 Byte | Download |
|
tensorflow_saved_model_bundle.zip
md5:a0791b283302b598aa6bccd6e62452e1 |
115.2 MB | Download |
93
4,336
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 93 | 67 |
| Downloads | 4,336 | 1,473 |
| Data volume | 838.1 MB | 827.7 MB |
| Unique views | 78 | 57 |
| Unique downloads | 1,465 | 1,436 |
Indexed in
- Publication date:
- September 8, 2022
- DOI:
-
- Keyword(s):
- bioimage.io bioimage.io:model deepimagej scanning-electron-microscopy graphene cvd-graphene segmentation unet deepimagej 2d tensorflow
- Related identifiers:
- Has part
- Compiled by
- Documented by
- https://zenodo.org/record/7063245/files/README.md (Technical note)
- References
- License (for files):
- MIT License