Skip to content

docs: Update README with accurate visual detection and caching details#19

Merged
tazztone merged 2 commits intomainfrom
update-readme-visual-detection-16793316726719096554
Feb 28, 2026
Merged

docs: Update README with accurate visual detection and caching details#19
tazztone merged 2 commits intomainfrom
update-readme-visual-detection-16793316726719096554

Conversation

@tazztone
Copy link
Copy Markdown
Owner

Updated the README.md to ensure the documentation accurately reflects recent technical implementations regarding the visual smart detection engine (algorithm-driven vs AI-powered, processing mechanism), waveform caching, and silence detection amplitude logic. Also fixed minor formatting issues.


PR created automatically by Jules for task 16793316726719096554 started by @tazztone

…caching

- Corrected references to 'AI-powered' visual detection, accurately describing it as 'algorithm-driven' using pure Kotlin (pHash, SAD, Laplacian variance).
- Updated visual detection processing details to mention sequential frame processing via `MediaExtractor.advance()` instead of seek-based sampling.
- Added documentation for the new 'Waveform Caching' optimization using `LruCache` in `CustomVideoSeeker`.
- Clarified that silence detection uses absolute `rawAmplitudes` to prevent false amplification of quiet clips.
- Fixed markdown indentation for nested bullet points under the Detection Engine section.

Co-authored-by: tazztone <62671577+tazztone@users.noreply.github.com>
@google-labs-jules
Copy link
Copy Markdown

👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down.

I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job!

For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with @jules. You can find this option in the Pull Request section of your global Jules UI settings. You can always switch back!

New to Jules? Learn more at jules.google/docs.


For security, I will only act on instructions from the user who triggered this task.

- Updated target SDK from 35 to 36 under Prerequisites to match the `libs.versions.toml` configuration.

Co-authored-by: tazztone <62671577+tazztone@users.noreply.github.com>
@tazztone tazztone marked this pull request as ready for review February 28, 2026 07:34
@tazztone tazztone merged commit a465bc7 into main Feb 28, 2026
1 check passed
@tazztone tazztone deleted the update-readme-visual-detection-16793316726719096554 branch February 28, 2026 07:34
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant