https://github.com/say4n/deepcosegmentation.pytorch
Siamese network based Deep Co-segmentation
https://github.com/say4n/deepcosegmentation.pytorch
co-segmentation deep-learning image-segmentation neural-network pytorch pytorch-cnn pytorch-implmention
Last synced: 10 months ago
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Siamese network based Deep Co-segmentation
- Host: GitHub
- URL: https://github.com/say4n/deepcosegmentation.pytorch
- Owner: say4n
- License: mit
- Created: 2018-06-15T05:16:42.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2018-09-24T05:35:40.000Z (over 7 years ago)
- Last Synced: 2025-04-21T08:10:33.579Z (about 1 year ago)
- Topics: co-segmentation, deep-learning, image-segmentation, neural-network, pytorch, pytorch-cnn, pytorch-implmention
- Language: Jupyter Notebook
- Homepage:
- Size: 105 KB
- Stars: 10
- Watchers: 2
- Forks: 6
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Deep Co-segmentation [PyTorch]
Siamese network based Deep Co-segmentation implemented in PyTorch framework.
Model architecture inspired by [SegNet](http://mi.eng.cam.ac.uk/projects/segnet/).
## files
`src/model.py` - pytorch model
`src/train.py` - train model from scratch
`src/inference.py` - infer results from trained model
`src/dataset.py` - dataloader for iCoseg dataset
## license
MIT
## author
Sayan Goswami