A lightweight face detection model based on YOLO architecture (
YOLOv11 xlarge
), trained for 100 epochs on the WIDERFACE dataset. It's way more accurate than my
YOLOv11n
model, but slower.
It achieves the following results on the evaluation set:
==================== Results ====================
Easy Val AP: 0.9629194049702874
Medium Val AP: 0.9519172409689101
Hard Val AP: 0.8800338681974709
=================================================
from huggingface_hub import hf_hub_download
from ultralytics import YOLO
model_path = hf_hub_download(repo_id="AdamCodd/YOLOv11x-face-detection", filename="model.pt")
model = YOLO(model_path)
results = model.predict("/path/to/your/image", save=True) # saves the result in runs/detect/predict
Limitations
Performance may vary in extreme lighting conditions
Best suited for frontal and slightly angled faces
Optimal performance for faces occupying >20 pixels
Runs of AdamCodd YOLOv11x-face-detection on huggingface.co
23
Total runs
0
24-hour runs
5
3-day runs
14
7-day runs
14
30-day runs
More Information About YOLOv11x-face-detection huggingface.co Model
YOLOv11x-face-detection huggingface.co is an AI model on huggingface.co that provides YOLOv11x-face-detection's model effect (), which can be used instantly with this AdamCodd YOLOv11x-face-detection model. huggingface.co supports a free trial of the YOLOv11x-face-detection model, and also provides paid use of the YOLOv11x-face-detection. Support call YOLOv11x-face-detection model through api, including Node.js, Python, http.
YOLOv11x-face-detection huggingface.co is an online trial and call api platform, which integrates YOLOv11x-face-detection's modeling effects, including api services, and provides a free online trial of YOLOv11x-face-detection, you can try YOLOv11x-face-detection online for free by clicking the link below.
AdamCodd YOLOv11x-face-detection online free url in huggingface.co:
YOLOv11x-face-detection is an open source model from GitHub that offers a free installation service, and any user can find YOLOv11x-face-detection on GitHub to install. At the same time, huggingface.co provides the effect of YOLOv11x-face-detection install, users can directly use YOLOv11x-face-detection installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
YOLOv11x-face-detection install url in huggingface.co: