See confidence shifts across Roboflow runs
Keep confidence summaries tied to their inference times, giving model reviews a useful record instead of a handful of isolated examples.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Write Line Protocol Data
Tool to write line protocol data to a bucket. Use when ingesting asynchronous line protocol points after formatting the payload.
Why this helps
A few surprising predictions can trigger concern, but without a time series it is difficult to tell whether confidence has shifted broadly or only in isolated cases.
- Preserve confidence summaries for later model review.
- Spot broad output shifts more easily than reviewing isolated predictions.
- Keep monitoring data beside other operational metrics.
Setup
Build it in a few focused steps.
- 1Connect Roboflow and InfluxDB Cloud to Notis once through the portal.
- 2Create an automation through the portal or by telling Notis to record Roboflow inference confidence summaries in InfluxDB.
- 3Select an incoming webhook trigger and configure the inference reporting system to send each summary to its endpoint.
- 4Set the run report channel and test with a real inference summary.
Questions about this workflow
Does this store every image?
No. It records the confidence summary supplied by the webhook request, not image files.
Can I use this for a confidence alert?
This workflow writes points. Alerting rules need to be configured separately in your InfluxDB environment.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Roboflow to Influxdb cloud. A trigger fires from one place; an action lands in another.
Roboflow triggers
Influxdb cloud actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
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Connect any two apps with Notis in the middle.
Roboflow and Influxdb cloud, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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