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TAKE REVIEW STUDIO
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PIXELOKAY VIDEO STUDIO Local-first review

Best Take Selector

Compare multiple recordings of the same scene. Measure actual frame detail and exposure, optionally scan on-device facial cues, and inspect audio levels. Compare the evidence, then record your own final choice.

🔒 Your video stays on this device. Optional facial analysis downloads a model and WASM runtime; there is no footage upload. Scores are heuristics—not an assessment of acting ability or emotion.

03 Comparison results

No takes analyzed
Takes0
Analyzed0
Top candidate—
Evidence coverage—
Import two or more recordings, then run visual analysis. You can use the demo to explore.
â–Ł
Every take, side by side

Ranked thumbnails and metric breakdowns will appear here after analysis.

Selected take preview

Nothing selected
Choose a take to inspect its video.
Audio not measured. This optional scan plays up to 15 seconds silently at 1Ă— speed.

Select a take for details, notes and manual decisions.

Compare video takes before editing

PixelOkay Best Take Selector is designed for video editors, filmmakers, online creators and production teams reviewing multiple takes of a shot. It performs browser-local image quality sampling, offers optional AI-assisted face landmark measurements and lets you compare audio signal levels. Review evidence coverage, compare two takes directly, mark favorites, record your editor pick, and export a comparison report.

For reliable comparisons use the same scene, similar camera settings and comparable framing. Face-based scoring is not an emotion detector; audio RMS and clipping do not measure dialogue intelligibility. The software does not upload media to a server, but optional model code and assets are fetched from external hosts when enabled.

LOCAL AI SETUP

Set up AI on this device

First, a face-landmark model needs to be loaded on your device

Video and audio review work without AI. Optional face cues use MediaPipe Tasks Vision and a free model loaded from its CDN into this browser. Your video is not uploaded. The first load may take time and use storage.

  1. 1. Check device
  2. 2. Download / cache
  3. 3. Initialize inference
  4. 4. Review takes

Recognizes face landmarks, blink-like frames and visible expression cues only. Does not classify identity, acting quality or emotion. A supported browser, WebAssembly and a network connection are required for first setup. Model download size and RAM requirement are not independently verified.

Device & model resources

Estimates may be approximate
Device RAM / model memory

Checking device information…

Model memory needs are not reliably known.

Browser website storage

Checking storage…

Site-wide estimate, including other PixelOkay tools. Storage is not device RAM.

ONE ACTION · ALL RECOGNIZED AI MODEL DOWNLOADS

Free AI model storage across PixelOkay

Inspect this website origin for verified model files in accessible Cache Storage, including files from other PixelOkay tools. Unknown entries, projects, chats, and browser databases are never automatically removed. MediaPipe's HTTP cache may not be inspectable here.

Run a read-only scan to see which model-file entries can be removed safely.

Cache Storage only; IndexedDB, OPFS, private and browser-managed caches remain untouched. Close other running AI tool tabs before deletion.

Having trouble downloading or loading AI?

First retry the model setup and check network, CDN access and WebAssembly. Use Refresh Storage & Cache to view approximate site storage. If there are verified unused model files, inspect them before optional deletion. Clearing all website data can permanently erase projects, drafts and other work, so never use it as an automatic fix.

Not loaded

The browser will not download this AI model until you choose Download & Load.

Delete recognized model downloads?

These model files may have to be downloaded again in multiple PixelOkay tools. No project, conversation, video or unknown cache is targeted.

Using Best Take Selector

Compare takes using sampled visual quality and optional audio/face evidence, then annotate exclusions and make a human final selection. The ranking organizes evidence; it does not judge performance or identity.

  1. Import up to eight takes or choose the illustrated demos, then run the visual analysis for each clip.
  2. Compare the sampled visual signals and, if useful, request bounded audio scans or explicitly opt in to the optional face-landmark model.
  3. Review coverage and evidence, add notes or exclusions, choose the final take yourself and export CSV or thumbnail/note review JSON.

Example: Compare three takes of the same line, review their sampled sharpness and audio cues, exclude a take with a missed focus moment, and record the director’s final choice with a note.

Limits and privacy: Visual ranking does not assess acting quality, identity, emotion or speech intelligibility. Optional MediaPipe face landmarks remain unverified; model/runtime files download from external hosts after opt-in and may disclose the visitor IP. Up to eight 90-second takes are supported, with audio scans limited to 15 seconds per take. Review JSON embeds thumbnails/notes but not video; sampled fingerprints are not whole-file checksums.

Frequently asked questions

Does the ranking choose the best performance or identify an actor?

No. It organizes sampled visual, audio and optional face-landmark evidence. It does not evaluate acting, identity, emotion or speech intelligibility; make the final choice yourself.

Does face analysis run as soon as I load a take?

No. Face analysis is optional and requires a separate model setup/action. Model files are retrieved from external hosts, and actual face inference remains unverified.

How much audio does it analyze?

Audio scans are bounded to 15 seconds per take. The resulting signal cues do not establish speech intelligibility or performance quality.

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