https://github.com/gmontamat/semantic-segmentation-unet
Perform semantic segmentation with UNet
https://github.com/gmontamat/semantic-segmentation-unet
convolutional-neural-networks unet unet-image-segmentation
Last synced: 3 months ago
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Perform semantic segmentation with UNet
- Host: GitHub
- URL: https://github.com/gmontamat/semantic-segmentation-unet
- Owner: gmontamat
- License: apache-2.0
- Created: 2018-12-13T23:23:21.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2022-11-22T04:45:51.000Z (over 2 years ago)
- Last Synced: 2025-02-10T05:29:14.224Z (5 months ago)
- Topics: convolutional-neural-networks, unet, unet-image-segmentation
- Language: Jupyter Notebook
- Homepage:
- Size: 429 KB
- Stars: 2
- Watchers: 2
- Forks: 1
- Open Issues: 12
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# semantic-segmentation-unet
Perform semantic segmentation with UNet networks
## Installation
## Usage
### Generating a train set
The notebook `train-data-generator.ipynb` serves as an example on how to generate a train set for a
particular object based on VOC2012 and PASCAL-Part datasets.
## References
* [The PASCAL Visual Object Classes Challenge 2012](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/)
* [PASCAL-Part Dataset](http://www.stat.ucla.edu/~xianjie.chen/pascal_part_dataset/pascal_part.html)
* [pascal-part-py](https://github.com/twuilliam/pascal-part-py)
* [unet-keras](https://github.com/pietz/unet-keras)