https://github.com/timkong21/polyp-segmentation
Polyp segmentation tool utilizing U-Net for accurate medical image analysis, designed to enhance early detection and diagnosis of colorectal cancer. Features a user-friendly Streamlit web app for easy image processing and analysis, leveraging the Kvasir-SEG dataset for improved healthcare outcomes.
https://github.com/timkong21/polyp-segmentation
aws-s3 cancer-detection colonoscopy computer-vision data-augmentation data-science deep-learning diagnostics healthcare machine-learning medical-application medical-image-analysis medical-image-processing medical-image-segmentation opencv polyp-segmentation python streamlit tensorflow u-net
Last synced: 6 months ago
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Polyp segmentation tool utilizing U-Net for accurate medical image analysis, designed to enhance early detection and diagnosis of colorectal cancer. Features a user-friendly Streamlit web app for easy image processing and analysis, leveraging the Kvasir-SEG dataset for improved healthcare outcomes.
- Host: GitHub
- URL: https://github.com/timkong21/polyp-segmentation
- Owner: TimKong21
- Created: 2023-11-09T00:58:23.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-02-18T04:18:35.000Z (over 1 year ago)
- Last Synced: 2025-03-27T18:21:29.227Z (7 months ago)
- Topics: aws-s3, cancer-detection, colonoscopy, computer-vision, data-augmentation, data-science, deep-learning, diagnostics, healthcare, machine-learning, medical-application, medical-image-analysis, medical-image-processing, medical-image-segmentation, opencv, polyp-segmentation, python, streamlit, tensorflow, u-net
- Language: Jupyter Notebook
- Homepage: https://polyp-segmentation-tool.streamlit.app/
- Size: 200 MB
- Stars: 6
- Watchers: 1
- Forks: 5
- Open Issues: 0
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Metadata Files:
- Readme: README.md