Object Detection on SeaDronesSee

52개 결과 · ⬇ CSV · JSON

mAP@0.5

Rank	Model	mAP@0.5	mAP@0.50	Extra Training Data	Paper	Code	Year
1	Synth Pretrained Faster R-CNN ResNeXt-101-FPN	59.20	–	✓	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles	Eisbaer8/DeepGTAV	2021
2	Synth Pretrained Yolo5	59.08	–	✓	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles	Eisbaer8/DeepGTAV	2021
3	Faster R-CNN ResNeXt-101-FPN	54.66	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
4	CenterNet Hourglass104	50.32	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
5	Synth Pretrained EffDetD0	38.74	–	✓	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles	Eisbaer8/DeepGTAV	2021
6	Maritime Small Object Detection from UAV 자동 추출	38	–		Maritime Small Object Detection from UAVs using Deep Learning with Altitude-Aware Dynamic Tiling		2025
7	EfficientDet D0	37.11	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
8	CenterNet ResNet101	36.42	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
9	Faster RCNN ResNet50FPN	30.09	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
10	CenterNet ResNet18	21.84	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
11	Yolo 5	–	54.74		Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles	Eisbaer8/DeepGTAV	2021
12	Synth Pretrained Faster R-CNN ResNeXt-101-FPN	59.20	–	✓	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles	Eisbaer8/DeepGTAV	2021
13	Synth Pretrained Yolo5	59.08	–	✓	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles	Eisbaer8/DeepGTAV	2021
14	Faster R-CNN ResNeXt-101-FPN	54.66	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
15	CenterNet Hourglass104	50.32	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
16	Synth Pretrained EffDetD0	38.74	–	✓	Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles	Eisbaer8/DeepGTAV	2021
17	EfficientDet D0	37.11	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
18	CenterNet ResNet101	36.42	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
19	Faster RCNN ResNet50FPN	30.09	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021
20	CenterNet ResNet18	21.84	–		SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water		2021