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Theia

The Greek goddess of sight, mother of Helios, and...that's it. Theia app is aiming to be an open-source project where budding computer vision students can find not only information but interactive demos to go with their learnings.

Roadmap

The roadmap is split into several topics in Computer Vision that may require a similar tooling and design

1. Image operations

1. Single pixel (point) operations
2. Convolutions and other neighborhood ops
3. Fourier Transforms playground
    1. Image Pyramids
    2. Wavelets
4. Feature detection/matching (SIFT, SURF, FAST)
    1. Keypoint detection
    2. Edge detection
    3. Hough Lines/Circles
5. Segmentation
6. Image stitching (long term)

2. Arch improvements (DB etc.)

1. Result caching (high priority)
2. Hosting support
3. Unified design language

3. Key site features/USPs

1. Interactive viewer
    1. Displays results and values
    2. Toggles summary statistics (global constrast, histogram etc.)
2. Tree/Roadmaps for specializations
3. In-site resources to books, papers, and further studies

If you would like to contribute, feel free to submit a PR.

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