Task
Speed up timber intake and remove discrepancies: manual measurement of timber trucks takes time and depends on the measurer.
The volume had to be recorded both at the entrance and at the exit of the plant.
Timber processing plant
95%
Timber volume from cameras
Volume calculation quality.
Computer visionSegmentationMeasurements from images
95%
volume calculation quality
0
manual measurements at the entrance
Timber volume in a truck from cut diameters at the plant's entrance and exit — without manual measurement.
Client
Timber processing plant
Industry
Timber processing
Areas
Computer vision, segmentation
ESTESIS role
System development
From task to result
Client
A timber processing plant. Name under NDA.
What we did and how
We installed cameras at the entrance and exit and developed models that calculate volume from log cuts.
- 01Recognition of log cuts in a truck body
- 02Measuring diameters and calculating timber volume
- 03Recording volume at the plant's entrance and exit
- 04Transfer of data to the accounting system
Result
95%
volume calculation quality
0
manual measurements at the entrance
Timber volume is calculated from cameras with 95% quality — intake is faster and needs no manual measurement.
Stack and competencies
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