https://github.com/danielenricocahall/keras-unet
Implementation of U-Net in Keras
Science Score: 49.0%
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Found 1 DOI reference(s) in README -
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○Scientific vocabulary similarity
Low similarity (3.2%) to scientific vocabulary
Last synced: 6 months ago
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Repository
Implementation of U-Net in Keras
Basic Info
- Host: GitHub
- Owner: danielenricocahall
- Language: Python
- Default Branch: master
- Size: 271 KB
Statistics
- Stars: 11
- Watchers: 4
- Forks: 6
- Open Issues: 0
- Releases: 0
Created over 6 years ago
· Last pushed over 6 years ago
Metadata Files
Readme
README.md
Keras-UNet
Implementation of basic U-Net in Keras, along with an implementation of a U-Net with Inception Modules and U-Net with Dilated Inception Modules.
Inception Modules
Regular Inception Module
Architecture derived from https://arxiv.org/abs/1512.00567.
Dilated Inception Module
Architecture derived from https://arxiv.org/abs/1707.07128.
Model Diagrams
U-Net
Architecture and image derived from https://arxiv.org/abs/1505.04597.
U-Net w/ Inception Modules
Architecture and image derived from https://www.frontiersin.org/articles/10.3389/fncom.2019.00044/full.
U-Net w/ Dilated Inception Modules
TODO
- Update Figures to higher quality/resolution
- Add demo scripts
Owner
- Name: Danny
- Login: danielenricocahall
- Kind: user
- Location: Philadelphia, PA
- Company: Disney Streaming Services
- Website: linkedin.com/in/daniel-enrico-cahall
- Repositories: 4
- Profile: https://github.com/danielenricocahall
GitHub Events
Total
Last Year
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 0
- Total pull requests: 0
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- Average time to close pull requests: N/A
- Total issue authors: 0
- Total pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0