Personnel approach monitoring in safe areas of high-temperature equipment
- target output
- People, heat sources, distances and risk events
- Implementation
- Requires spatial calibration
- critical acceptance
- Distance Error, Risk Recall, Delay
Enterprise application areas D36
Industrial personnel occupational safety and behavioral infrared vision development services
For equipment manufacturers, system integrators and corporate R&D related to "industrial personnel operating safety and behavior", 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 numberD36
Demand scenario8 items
main inputLWIR/RGB-LWIR L4；LWIR L3；LWIR L2/L3；L2/L5
Typical routeT07、T19、T03、T10、T16、T06、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
Personnel presence and fall detection in dark factories
- target output
- People, postures, falls and stays
- Implementation
- Scenario data required
- critical acceptance
- Fall Recall, false alarm/hour
Monitoring of detention and departure of cold storage personnel
- target output
- Personnel trajectory, detention and door status
- Implementation
- Business system required
- critical acceptance
- Event F1, occlusion recovery rate
Recording of heat exposure in furnace front, foundry and fire protection operations
- target output
- Personnel/equipment surface temperature and exposure time
- Implementation
- Security/privacy design required
- critical acceptance
- Comparison with wearable sensors; not equal to human body core temperature
Protective clothing insulation anomalies and heat penetration test
- target output
- Surface hot zones, temperature rise curves and anomalies
- Implementation
- Standard test required
- critical acceptance
- Comparison with standard thermal protection test
Thermal imaging aids for wearing gloves, masks and thermal insulation gear
- target output
- Equipment area and wearing candidates
- Implementation
- Dual optical data required
- critical acceptance
- Human-level Recall, long-range/occlusion layering
Joint tracking of personnel and high-temperature workpieces in the human-machine collaboration area
- target output
- People, artifacts, trajectories, and conflict events
- Implementation
- Need system integration
- critical acceptance
- IDF1, distance error, event Recall
Thermal safety alarm evidence, manual review and linked gate control
- Minimum input and technical route
- L3/L4；T20
- target output
- Alarm, evidence fragment, review and linkage status
- Implementation
- Safety engineering required
- critical acceptance
- Missing negatives, false triggers, end-to-end delays; linkage requires independent security 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
- Project input confirmationCheck camera, spectral band, bit depth, SDK, environmental conditions, sample and acceptance true value.
- Sample verificationVerify key processing links, applicable conditions and abnormal working conditions, and determine the development scope and acceptance methods.
- Algorithm development and integrationImplement data parsing, algorithms, quality gating, interfaces and target platform deployment.
- 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
xuzhiyang0928@gmail.com
Define the Development Scope with Samples and Device Requirements
Industrial personnel occupational safety and behavioral infrared vision development services
Please describe the task object, original picture or video, target indicators, device platform, interface and sample situation.
Phone: 13910119357xuzhiyang0928@gmail.com