material upload and tracking
This element is part of the full workflow: from input data to review and result.
mining
Aerial Survey Analysis for a Quarry
A platform for processing quarry survey imagery: material upload, reconstruction, inference, result review and client-ready 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
Reduce manual processing of aerial survey data and produce repeatable results in a format understandable to specialists and the client.
The real project name, client, site, plate numbers, coordinates, internal URLs and identifiers are not disclosed.
constraints
What we had to account for
- large image volumes
- data anonymization requirements
- operator review was required
- PDF/XLS reports had to match the client format
Project loop
01 image processing pipeline
02 task queue
03 GPU inference
04 interactive result viewer
05 area-of-interest editor
implementation
What was built
processing statuses
This element is part of the full workflow: from input data to review and result.
review interface
This element is part of the full workflow: from input data to review and result.
report generation
This element is part of the full workflow: from input data to review and result.
error logging
This element is part of the full workflow: from input data to review and result.
result
What the business gets
- manual work was reduced
- results can be reviewed in the interface
- reports are generated in an agreed format
reuse
What applies to similar tasks
- large image processing
- task queues
- operator review
- client reports
stack
Technologies and approaches
PythonFastAPIPostgreSQLGPUOpenCVPDF/XLS
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.