wildlife-det-v3COMPLETE
Wildlife Detection Pipeline
Real-time animal detection and tracking system using YOLOv8 and ByteTrack. Identifies 19 species across 2,000+ labeled images with ~70% duplicate reduction.
mAP50
80%
Precision
76%
FPS
40 to 50
Duplicate reduction
~70%
Parameters
modelYOLOv8
trackerByteTrack
dataset2 000+ labeled images
classes19 animal classes
Technologies
computer-visionreal-timePyTorchOpenCV