THE OPERAVUE TOOLKIT
Working tools for researchers, surgeons, and institutions planning a surgical video project. Read the references, adapt the templates, and bring a more precise brief to the table.
Free access. No email required. Version 1.5 · October 18, 2026.
Compare six collections, including ImitateCholec and Open-H-Embodiment. Separate clinical footage, controlled tasks, and mixed robot-learning data. Download the sourced reference table.
Explore the comparison ↗INTERACTIVE TOOL · 02Calculate encoded video volume and an uncompressed RGB baseline. Make per-view bitrate and stereo assumptions explicit.
Open the calculator ↗RESEARCH TOOL · 03Identify required observations, state, and action supervision. Explore a timing example and download a signal brief for your task.
Build a signal brief ↗LOCAL PYTHON TOOL · 04Audit supplied source identities across train, validation, and test. Inspect the code, synthetic example, expected output, and versioned release.
Explore the split-audit kit ↗DOWNLOAD & ADAPT
Planning tools, a sourced dataset reference, and editable templates by Operavue. The manifest rows are invented examples, not patient records or available inventory. The split audit runs locally on your computer.
Python · runs locally
Inspect one video stream’s exported timestamps for missing values, repeats, backward steps, and intervals above your chosen threshold. Includes a synthetic worked example.
Download inspector v1.0 ↓Read the instructions and example ↗CSV · sourced reference
Six research collections with task, setting, scope, signals, release references, reuse caveats, and source links. Documentation checked October 18, 2026.
Download comparison ↓Read the comparison and sources ↗Markdown · editable
Document existing versus proposed recordings, evidence status, specifications, and an approved preview process before licensing.
Download template ↓See the buyer review process ↗Python · runs locally
Check supplied case, source-video, and patient-group identifiers across training, validation, and test sets. No upload or dependencies.
Download v1.0 kit ↓Inspect the code and example ↗CSV · synthetic example
Four invented rows show paired views, procedure grouping, and site/device coverage. Use with the local audit script.
Download template ↓Plan a defensible evaluation ↗Markdown · editable
Define the research task, views, labels, rights, and pilot decision in one shared document.
Download template ↓Read the procurement guide ↗CSV · synthetic example
A two-row stereo example with case grouping, relative timestamps, per-view dimensions, and release references.
Download template ↓Read the quality guide ↗Markdown · reference
Definitions, units, and validation checks for every column in the example manifest.
Download template ↓Read the capture guide ↗CSV · blank review fields
Record evidence, thresholds, decisions, and owners for rights, media, timing, labels, and evaluation splits.
Download template ↓Plan an acceptance review ↗You may use and adapt these original templates for project planning. Attribution is appreciated. The tools do not grant rights to any footage or certify a dataset’s legal, clinical, or technical suitability.
Start with the surgical video data guide ↗