image upload
This element is part of the full workflow: from input data to review and result.
industry and mining
Rock Granulometry Analysis
A computer vision system for analyzing rock mass images, isolating objects, reviewing the result and preparing reports.
data loop production-ready
01 Data
02 Processing
03 Review
04 Report
API integrations and statuses
Reports PDF, XLS, BI
AI validated on data
task
What had to be solved
Automate measurements and result preparation for images where manual assessment takes too much time.
The real project name, client, site, plate numbers, coordinates, internal URLs and identifiers are not disclosed.
constraints
What we had to account for
- different image quality
- complex object boundaries
- specialist review was required
- real materials cannot be published without approval
Project loop
01 object segmentation
02 review interface
03 metric calculation
04 report export
05 processing history storage
implementation
What was built
preprocessing
This element is part of the full workflow: from input data to review and result.
visual review
This element is part of the full workflow: from input data to review and result.
tabular results
This element is part of the full workflow: from input data to review and result.
data export
This element is part of the full workflow: from input data to review and result.
result
What the business gets
- the process became repeatable
- specialists can review uncertain zones
- results can be passed into reporting
reuse
What applies to similar tasks
- segmentation
- image-based measurements
- review interface
- metric export
stack
Technologies and approaches
OpenCVPythonONNXFastAPIPostgreSQL
next step
Need to solve a similar task?
Describe the data, current workflow, constraints and expected result. We will suggest a safe format for the first validation.