Forklift Detector


The Forklift Detector was developed to successfully detect forklifts from various warehouse angles. Operating up to 50 degrees, this model will detect both sitting and standing forklifts, with payload arms in a variety of positions. This algorithm was built using CVEDIA's synthetic technology, making it resilient to similar-looking warehouse equipment, as well as providing effective localization when multiple forklifts are present.



CVEDIA | Forklift DetectorCVEDIA | Forklift DetectorCVEDIA | Forklift DetectorCVEDIA | Forklift DetectorCVEDIA | Forklift DetectorCVEDIA | Forklift Detector



PERFORMANCE

Optimized for edge performance with a low power profile.

PERSPECTIVE

Ground-to-ground and elevated.

CONDITIONS

Dawn to dusk and artificial lightning.

CLASSES

Sitting and standing forklifts.

ARCHITECTURE

Backbone: Resnet-101; Detector: RefineDet.

FUNCTIONALITY

Detection.

INPUT SIZE

512x512.

SENSOR MODALITY

Visible light.



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Our services


  • MAINTENANCE

Each CVEDIA model comes backed with an ongoing maintenance agreement. Our team is available for continuous improvements and to ensure upkeep.


  • FINE GRAIN CLASSIFICATION

Speak to our team to discuss model classification as a service add on or as a separate model. CVEDIA’s in-house team will work with you to define your requirements, and build a synthetic-based model incorporating your classification specifications.


  • ADDITIONAL CLASSES

CVEDIA models are built using proprietary synthetic data technology, meaning adding additional classes to your model is possible in a matter of weeks.

Use cases


  • WAREHOUSE ROBOTICS

Use the Forklift Detector to enable warehouse and manufacturing robotics in order to automate your warehouse floor.


  • WORKER SAFETY

This algorithm detects forklifts from a variety of workplace angles. Use it in your safety or alarm application to safeguard against accidents and collisions.


  • LOGISTICS ANALYTICS

Use this algorithm to maximize warehouse structure, planning, and productivity by providing localization and movement of forklifts. Tracking, classification, and additional classes are available as add-ons.