Enterprise application areas D47

Sports training, rehabilitation and ergonomic research infrared vision development services

Targeting equipment manufacturers, system integrators and enterprise R&D related to "sports training, rehabilitation and ergonomics research", it provides infrared data evaluation, algorithm development, equipment/platform integration and test acceptance, covering 8 types of enterprise application scenarios.

Service scope and implementation plan

direction numberD47
Demand scenario8 items
main inputLWIR L2/L3; RGB-LWIR L4;
Typical routeT16、T06、T19、T20

The project scope is determined based on samples, equipment, working conditions and written indicators; general modules, special models and multi-sensor integration are configured according to the evaluation results.

Application scenarios and development content

IR369

Changes in muscle group surface temperature before and after exercise

Minimum input and technical route
LWIR L2/L3;T16
target output
Muscle group ROI, temperature difference and recovery curve
Implementation
Need research design
critical acceptance
Environment/exercise intensity/skin condition control, repeatability
IR370

Asymmetric thermal characteristics of left and right limb loads

Minimum input and technical route
LWIR L2/L3;T16
target output
Symmetry indicators and trends
Implementation
Requires clinical/exercise truth
critical acceptance
Compare with force platform/myoelectricity/action data
IR371

Recording of temperature distribution in cold and hot compress areas

Minimum input and technical route
LWIR L2/L3;T16
target output
Coverage area, temperature profile and recovery time
Implementation
Partially reusable
critical acceptance
Compare with contact temperature and equipment parameters
IR372

Synchronous analysis of rehabilitation actions and thermal responses

Minimum input and technical route
RGB-LWIR L4;T06+T16
target output
Posture, movement phases and thermal changes
Implementation
Multimodal data required
critical acceptance
Time synchronization, action/ROI alignment error
IR373

Research on thermal abnormalities caused by contact compression in wheelchairs, prostheses and braces

Minimum input and technical route
LWIR L2/L3;T16
target output
Contact zone hot spot and duration
Implementation
Required pressure/clinical truth value
critical acceptance
Versus pressure pad/skin check
IR374

Workstation, Tool and Repetitive Action Thermal Load Studies

Minimum input and technical route
LWIR L2/L3;T16+T19
target output
Muscle group surface thermal changes and task phases
Implementation
Ergonomics study required
critical acceptance
Compare with task/myoelectric/subjective scale
IR375

Research on heat dissipation of competitive equipment and thermal and moisture comfort of clothing

Minimum input and technical route
LWIR L2/L3+ environment sensing;T16
target output
Surface temperature, heat dissipation zone and time profile
Implementation
Required materials/human testing
critical acceptance
Compare with heat flow/temperature and humidity/standard dummy
IR376

Human body thermal imaging data de-identification, consent and retention management

Minimum input and technical route
arbitrary;T20
target output
Data permissions, desensitization and audit logging
Implementation
Privacy engineering required
critical acceptance
Re-identification of risks, permission testing, deletion and verification

Information required before project evaluation

  • Target equipment/object, site conditions, business processes and follow-up actions to be taken
  • Infrared camera, lens, spectral band, installation distance, field of view, resolution and data interface
  • Original samples and collection parameters under normal, abnormal, boundary and interference conditions
  • Reference truth values and annotation specifications for temperatures, parts, states, or events
  • Target platform, network, interface, storage, latency and operating resource constraints
  • False positives, missed negatives, manual review, linkage, failure handling and acceptance thresholds

Implementation and delivery methods

  1. Project input confirmationCheck camera, spectral band, bit depth, SDK, environmental conditions, sample and acceptance true value.
  2. Sample verificationVerify key processing links, applicable conditions and abnormal working conditions, and determine the development scope and acceptance methods.
  3. Algorithm development and integrationImplement data parsing, algorithms, quality gating, interfaces and target platform deployment.
  4. Test acceptance and handoverRetest according to the agreed test set and target platform, and hand over the deliverables, test results and applicable conditions.
  • Requirements and technical solutions, input and output and interface field definitions
  • Algorithm library, model or SDK/API; delivery form is confirmed in the project plan
  • Sample program, parameter configuration, error status and calling instructions
  • Test set version, indicator definition, stratification results and failed sample records
  • Target platform adaptation, resource usage and running delay records
  • Version, dependencies, license, reproduction steps and applicable conditions description

Acceptance design

Each scenario establishes independent test cases according to "key acceptance". When sharing models across scenarios, results are reported separately for each scenario, distance, load, environment, and target size, supplemented by overall statistics.

When high-risk alarms or controls are involved, the algorithm output is used for review or linkage judgment; safety functions, regulatory responsibilities, and automatic disposal require separate design and acceptance.

Frequently Asked Questions for Enterprise Customers

Can I purchase directly based on one of the scenes?

Can be evaluated first as a separate work package. The formal scope should describe the device, data, target objects, environment, interfaces, delivery form, and acceptance thresholds.

Can it be started when there are no abnormal samples?

The data interface, normal baseline, acquisition plan and simulation/controlled test design can be completed first; the abnormal detection rate and fault classification effect can be evaluated after obtaining sufficient abnormal true values.

Can the algorithm directly trigger alarms or equipment actions?

Duration, deduplication, quality gating, manual review, communication failure and safety interlocking need to be designed based on business risks. High-risk actions should be activated after completion of independent safety mechanisms and on-site acceptance.

Project consultation

Define the Development Scope with Samples and Device Requirements

Sports training, rehabilitation and ergonomic research infrared vision development services

Please describe the task object, original picture or video, target indicators, device platform, interface and sample situation.

Phone: 13910119357
xuzhiyang0928@gmail.com

The information filled in will only be used for evaluation and contact for this project. Please do not submit unauthorized personal information or sensitive data.