Yolo11_NSFW_Nano

Full Custom YOLO Detection Model

Model Description

This model is a custom-trained YOLO object detection model for multi-class detection and segmentation tasks on a specialized dataset.

Intended Use

• Object detection on NSFW datasets
• Bounding box classification for custom classes

Limitations

• Trained on a custom dataset that was boxed with the ten classes by hand.
• Performance may degrade on unseen domains or distributions, but in testing on 10k out of database images the error rate was less the 4%

Evaluation Results

Overall Metrics

• Precision: 0.795
• Recall: 0.814
• mAP@50: 0.861
• mAP@50-95: 0.530

Classes

breast, vulva, butt, penis, anal, vaginal, blowjob, handjob

Per-Class Results