mining
Aerial Survey Analysis for a Quarry
A platform for processing quarry survey imagery: material upload, reconstruction, inference, result review and client-ready reports.
PythonFastAPIPostgreSQLGPU
projects
Case studies without real names or sensitive data
We show the task substance: data, constraints, solution, result and technology. Public names are neutral; real project and client names are not disclosed.
data loop production-ready
01 Data
02 Processing
03 Review
04 Report
API integrations and statuses
Reports PDF, XLS, BI
AI validated on data
anonymized cases
What can be reused in similar tasks
The cases show engineering patterns, not someone else’s secrets: data processing, queues, review interfaces, reports and integrations.
industry and mining
Rock Granulometry Analysis
A computer vision system for analyzing rock mass images, isolating objects, reviewing the result and preparing reports.
OpenCVPythonONNXFastAPI
timber industry and logistics
Timber Stack Analysis
A visual analysis solution for timber stacks: photo processing, object isolation, result accounting and transfer to reporting.
PythonOpenCVPostgreSQLTypeScript
security and video monitoring
License Plate Recognition on RK3568
An autonomous license plate detection and recognition system for local video processing on energy-efficient RK3568 devices.
OpenCVONNXPythonLPRNet
industrial safety
People and Vehicle Monitoring on an Industrial Site
A visual zone monitoring system: people and vehicle detection, events, logs, notifications and integration with operating workflows.
ONNXOpenCVFastAPIDocker
manufacturing and industrial operations
Conveyor Spill Detection
A solution for detecting spills and events on a conveyor line with logging, notifications and configurable monitoring zones.
PythonOpenCVONNXDocker
next step
Have a similar task?
Describe the workflow, data and constraints. We will suggest an approach that can be validated in a first working version.