FM FencingMonitor
Engine-identified performance issues

Issue Dynamics

This report helps users understand engine-identified performance issues and measurable issue patterns that may influence the athlete’s general profile, including how they change over time when enough comparable videos are available.

Focus Engine-identified issues and measurable patterns that may influence performance
Static 1 eligible video or selected session
Longitudinal 5+ eligible comparable videos
Video quality Poor framing, blur, or occlusion reduces reliability

What this report is

Issue Dynamics is the report that moves from measured movement toward engine-identified performance issues and measurable issue patterns. It shows severity-ranked findings that may influence the athlete’s overall performance profile.

This report does not describe isolated instants and should not be read as a frame-by-frame explanation. It should be read as an aggregated picture of engine-identified issues and measurable patterns that appear in one eligible video or across multiple comparable videos over time.

Engine-identified issues Aggregated interpretation 5+ videos for progress

Available modes

Static

A static Issue Dynamics report is based on one eligible video or one selected session. It shows the aggregated engine-identified issues and measurable patterns appearing in that material.

Longitudinal

A longitudinal Issue Dynamics report requires at least 5 eligible comparable videos over time. It shows whether the engine-identified issues and measurable patterns persist, increase, decrease, or change.

Versus mode is not available for Issue Dynamics at this stage.

Input requirements

Static input

Static Issue Dynamics requires one eligible video or selected session with sufficient body, weapon, and action visibility.

Longitudinal input

Longitudinal Issue Dynamics requires at least 5 eligible comparable videos recorded across time.

Comparability matters

For progress analysis, videos should involve the same athlete, similar recording conditions, similar visibility, and a comparable action or analysis context.

Video quality matters

Poor framing, occlusion, blur, low resolution, unstable camera, or missing weapon/body visibility may reduce reliability or produce partial results.

How to read this report

Read it as a general picture of the findings

This report should be read as an interpreted view of engine-identified performance issues and measurable patterns, not as a raw signal and not as a point-by-point description of each moment in the video.

Use it to understand direction

The most valuable thing here is not only the description of the issue pattern, but the fact that you can see whether it persists, increases, decreases, or changes over time.

Common report logic

Phenomenon

What the system observed in the analyzed video or video set.

Causes

Why the observed pattern may appear biomechanically.

Effects

How the observed pattern may influence performance expression.

How it differs from the other reports

Compared with Biomech Profile

Biomech Profile stays closer to the general biomechanical profile. Issue Dynamics moves toward engine-identified issue patterns that may influence performance and their evolution.

Compared with Offense and Defense Dynamics

Issue Dynamics remains general. Offense Dynamics and Defense Dynamics show how selected findings appear inside offensive and defensive contexts.