Video In Vivo Toolbox

A practical tool for life sciences researchers and technicians to analyze in vivo video data and extract core metrics quickly.

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About This Tool

The tool ingests a video from the user's dataset and analyzes a defined temporal window to compute core imaging metrics. It supports optional ROI definitions and multiple analysis modes, including brightness, motion, and ROI-based intensities. Outputs include duration, frame rate, and per-ROI statistics, enabling consistent reporting across experiments. It is designed for in vivo research workflows where controlled timing and region of interest must be measured across videos for comparison or QA.

Under the hood, the tool reads frames, converts to a consistent color space, and computes luminance-based metrics. Motion is quantified via frame-to-frame differences normalized by frame count. If fluorescence channels are present, channel-specific intensities are calculated within each ROI. Validation checks ensure start_time and end_time define a valid window, and ROI coordinates lie inside frame bounds. Missing data or unsupported codecs produce structured error signals rather than UI prompts.

Beneficiaries include imaging core facilities, bioengineering labs, and researchers performing longitudinal in vivo studies. The tool provides repeatable metrics, audit trails, and straightforward export options, reducing manual calculations and enabling cross-study comparisons.

Unique value arises from in vivo-oriented ROI support, robust handling of common biomedical video formats, and a compact JSON report suitable for automated pipelines.

How to Use

  1. Provide inputs: video_path, start_time, end_time, analysis_modes.
  2. Optionally define ROI(s) and color_space.
  3. Run analysis to compute duration, brightness, motion, and ROI statistics.
  4. Retrieve the JSON report and per-ROI metrics.
  5. Export metrics for reporting or pipeline integration.
How to use video toolbox in vivo

Frequently Asked Questions

Find Quick Answers

What video formats are supported?
It supports common encodings such as MP4, MOV, and AVI, using the platform's decoders. Ensure the file is accessible and not corrupted. If a format is unsupported, the tool returns a structured error with guidance for converting the video.
Can multiple ROIs be analyzed?
Yes. You can provide several ROI definitions with coordinates. The resulting report includes per-ROI mean intensities, durations, and motion metrics, enabling comparisons across regions and experiments.
How is motion index calculated?
Motion index is the average of absolute frame-to-frame differences within the analysis window, normalized by the number of frames. Optional smoothing reduces noise and yields a stable report for long recordings.
Does it handle fluorescence data?
Yes; if fluorescence channels exist, channel-specific statistics are computed within ROIs and reported separately. This supports in vivo experiments where multiple fluorophores are monitored over time.

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