[FEATURE]: adding yolov11 into face detection portfolio

[nriviera]

Tickets

feature request: #1392

What has been done

This PR introduces YOLOv11[s,n,m]-face as face detector and face embedding generation

Unexpectedly yolo-facev11 is not generating any keypoint

[serengil]

what do you mean as Unexpectedly yolo-facev11 is not generating any keypoint ?

[serengil]

as i know, yolo is a face detector model. does it have a face recognition model as well?

[serengil]

When you add a facial recognition model, you must add its pre-tuned threshold here: https://github.com/serengil/deepface/blob/master/deepface/modules/verification.py#L409

Again, AFAIK yolo is a face detection model not facial recognition.

[roberto-corno-ntt]

as i know, yolo is a face detector model. does it have a face recognition model as well?

according to ultralytics documentation (https://docs.ultralytics.com/modes/predict/#inference-arguments) the predict method is accepting the embed parameter that "Specifies the layers from which to extract feature vectors or embeddings. Useful for downstream tasks like clustering or similarity search."

[roberto-corno-ntt]

what do you mean as Unexpectedly yolo-facev11 is not generating any keypoint ?

yolo-facev8 is detecting eyes through keypoints, while for v11 keypoints are always None

[serengil]

what do you mean as Unexpectedly yolo-facev11 is not generating any keypoint ?

yolo-facev8 is detecting eyes through keypoints, while for v11 keypoints are always None

then, would you please add this information as a comment in yolo.py

[serengil]

Failed at linting step

************* Module deepface.DeepFace
deepface/DeepFace.py:99:0: C0301: Line too long (117/100) (line-too-long)
deepface/DeepFace.py:391:0: C0301: Line too long (101/100) (line-too-long)
************* Module deepface.modules.modeling
deepface/modules/modeling.py:41:0: C0301: Line too long (113/100) (line-too-long)
************* Module deepface.modules.representation
deepface/modules/representation.py:39:0: C0301: Line too long (1[18](https://github.com/serengil/deepface/actions/runs/12260412979/job/34205503644?pr=1397#step:5:19)/100) (line-too-long)
************* Module deepface.models.face_detection.Yolo
deepface/models/face_detection/Yolo.py:98:0: C0301: Line too long (102/100) (line-too-long)

-----------------------------------
Your code has been rated at 9.99/10

Ref: https://github.com/serengil/deepface/actions/runs/12260412979/job/34205503644?pr=1397

[serengil]

@nriviera will merge this to main when you resolve linting issues

[serengil]

Thank you for your contribution