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metadata
license: mit

UAVS model trained on all verified object classes, collapsed to only one class - object.

Acts as object detector to feed detection stage of a pipeline

Ultralytics 8.3.204 🚀 Python-3.12.11 torch-2.8.0+cu126 CUDA:0 (NVIDIA A100-SXM4-80GB, 81222MiB)

YOLO11x summary (fused): 190 layers, 56,828,179 parameters, 0 gradients, 194.4 GFLOPs

40 epochs

Class all

Images 9387 Instances 17742

P 0.589 R 0.527

mAP50 0.561

mAP50-95 0.381

Speed: 0.1ms preprocess, 3.5ms inference, 0.0ms loss, 0.8ms postprocess per image

confusion_matrix_normalized

BoxPR_curve

BoxF1_curve

results