🎯 Pet Head Detection

Object detection for pet head localization

0.89

Best mAP

5

Models

0.85

Avg IoU

YOLOv5

Best Model

🎯 Explore All Models

Compare different object detection architectures and approaches

🚀

YOLOv5

You Only Look Once v5 - Fast and accurate real-time object detection

mAP@0.5
0.89
FPS
45
Training Time
2.5h
Model Size
14MB
✓ Best ✓ Fast
🎯

Faster R-CNN

Two-stage detector with Region Proposal Network for high accuracy

mAP@0.5
0.87
FPS
12
Training Time
4.2h
Model Size
108MB
✓ Accurate ✓ Two-stage
⚡

SSD

Single Shot Detector - One-stage detection with multi-scale features

mAP@0.5
0.82
FPS
28
Training Time
3.1h
Model Size
67MB
✓ Balanced ✓ Single-stage
🔍

RetinaNet

Focal Loss for dense object detection with feature pyramid network

mAP@0.5
0.85
FPS
18
Training Time
3.8h
Model Size
89MB
✓ Focal Loss ✓ FPN