Real-Time Acne Detection using YOLOv11

Personal Project • Computer Vision • Roboflow

Developed a real-time acne detection system using YOLOv11n and webcam-based object detection.

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Acne detection project image

Dataset: ~800 images (Roboflow + self-collected).

Classes

Pustule Papule Nodule Non-acne

Methods

  • Manual labeling in Roboflow
  • YOLOv11n training
  • Webcam-based real-time inference
  • Evaluation using confidence score and mAP50

Tech Stack

Python YOLOv11n Roboflow OpenCV