OpenCodePapers

object-detection-on-seadronessee

Object Detection
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PaperCodemAP@0.5mAP@0.50ModelNameReleaseDate
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles✓ Link59.20Synth Pretrained Faster R-CNN ResNeXt-101-FPN2021-12-22
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles✓ Link59.08Synth Pretrained Yolo52021-12-22
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water54.66Faster R-CNN ResNeXt-101-FPN2021-05-05
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water50.32CenterNet Hourglass1042021-05-05
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles✓ Link38.74Synth Pretrained EffDetD02021-12-22
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water37.11EfficientDet D02021-05-05
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water36.42CenterNet ResNet1012021-05-05
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water30.09Faster RCNN ResNet50FPN2021-05-05
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water21.84CenterNet ResNet182021-05-05
Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles✓ Link54.74Yolo 52021-12-22
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