Comments (4)
Face Detection Integration using OpenCV
Hey
I've got a solution for integrating face detection via OpenCV before triggering AWS Rekognition requests. Here's the plan:
-
API Enhancement: Add a
enable_face_detection
parameter to the API payload, allowing toggling of face detection. -
Integration Process:
- Adjust the API endpoint to handle the new parameter.
- Incorporate OpenCV's face detection within the API flow.
-
Decision Logic:
- When
enable_face_detection
istrue
, perform OpenCV face detection. - If faces are found, proceed with AWS Rekognition.
- If no faces, skip Rekognition to save resources.
- When
-
Considerations:
- Seamlessly blend OpenCV within the existing API structure.
- Assess performance impact and update API documentation.
-
Development Steps:
- Discuss implementation specifics with the team.
- Plan integration steps and devise a robust testing strategy.
Feel free to reach out for further assistance or to discuss details!
from double-take.
That sounds great, well thought out.
from double-take.
Thank you for your positive response! If you encounter any challenges while implementing the solution or need more guidance, please don't hesitate to reach out :)
from double-take.
After more digging looks like opencv does work for the api, but you need to add the cameras section to the config within the detectors section. The if statement maybe in the wrong place
Thanks
from double-take.
Related Issues (20)
- Several detectors in use
- [BUG] Double-take cannot be setup to detect faces smaller than 100x100 HOT 7
- Double-take without Frigate N is undefined HOT 5
- Recognition process deepstack does not run automatically[BUG] HOT 1
- [BUG] most faces are not matching because under 100x100 HOT 1
- Latest vs Snapshot
- [BUG] HOT 3
- [BUG] Zones not working HOT 1
- [BUG] HOT 1
- New Release Date? HOT 4
- Can Someone help me in setting up the double take.[FEAT] HOT 1
- [BUG] Unable to connect to CompreFace
- feature reolink NVR support
- Eliminate the "-" from the storage directory name (ie /media/double-take to /media/doubletake) HOT 1
- [FEAT] Support Blue Iris
- [BUG] Camera Zone(s) restrictions do not work when you have more than one zone defined
- Double Take 2.0: Seeking Feedback and Ideas HOT 19
- [BUG] No connection to deepstack HOT 1
- [BUG] secure-mqtt not enabled when TLS settings are provided HOT 2
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from double-take.