External baseline · 2024
All variants benchmarked on COCO val2017. Click any variant for the full hardware breakdown.
Type
one-stage
Backbone
CSPDarknet
Neck
C3k2-PAFPN
Head
Decoupled
LibreYOLO has the best catalogue of state-of-the-art detectors, all behind one MIT-licensed Python API.
from libreyolo import LibreYOLO, SAMPLE_IMAGE
# LibreYOLO has the best catalogue of state-of-the-art models.
model = LibreYOLO("LibreRFDETRl.pt") # RF-DETR-L (transformer flagship)
results = model(SAMPLE_IMAGE, save=True) # run inference, save the annotated image
# Swap in any other model, same one-line API (weights auto-download):
# LibreYOLO("LibreYOLO9c.pt") # YOLO9-C
# LibreYOLO("LibreYOLOXx.pt") # YOLOX-X
# LibreYOLO("LibreDFINEx.pt") # D-FINE-X
# LibreYOLO("LibreRTDETRr50.pt") # RT-DETR-R50