Skip to content

Optimise number of frame to create detections #309

@MateoLostanlen

Description

@MateoLostanlen

Pyro-Engine currently combines n frames (currently 6) by averaging the scores of overlapping bounding boxes. Based on the results from this summer, the detection seems to be overly sensitive: it often triggers on very short smoke events (mostly industrial emissions) that are not relevant for firefighters.

Once the summer data is fully annotated, we should revisit this algorithm — including the number of frames used and the method for combining detection scores — to reduce false positives and improve relevance.

Metadata

Metadata

Labels

No labels
No labels

Type

No type

Projects

Status

In progress

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions