frame processing
This element is part of the full workflow: from input data to review and result.
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.
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
Help operators detect line deviations faster and record events in a usable format.
The real project name, client, site, plate numbers, coordinates, internal URLs and identifiers are not disclosed.
constraints
What we had to account for
- dust and difficult lighting
- continuous stream
- local processing requirements
- fine-grained zone setup was required
Project loop
01 video stream analysis
02 zone setup
03 deviation detection
04 event log
05 notifications
implementation
What was built
trigger rules
This element is part of the full workflow: from input data to review and result.
operator interface
This element is part of the full workflow: from input data to review and result.
event export
This element is part of the full workflow: from input data to review and result.
technical logs
This element is part of the full workflow: from input data to review and result.
result
What the business gets
- events are recorded automatically
- the operator sees history and context
- data can be passed to a control system
reuse
What applies to similar tasks
- streaming video
- zone rules
- notifications
- operator log
stack
Technologies and approaches
PythonOpenCVONNXDockerlocal processing
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.