Object Detection On Seadronessee

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	[email protected]	Paper Title	Repository
Faster R-CNN ResNeXt-101-FPN	54.66	SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water	-
Synth Pretrained Faster R-CNN ResNeXt-101-FPN	59.20	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles
CenterNet ResNet18	21.84	SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water	-
CenterNet Hourglass104	50.32	SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water	-
Synth Pretrained EffDetD0	38.74	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles
Yolo 5	-	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles
Synth Pretrained Yolo5	59.08	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles
Faster RCNN ResNet50FPN	30.09	SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water	-
EfficientDet D0	37.11	SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water	-
CenterNet ResNet101	36.42	SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water	-

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