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shinya7y / UniverseNet

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)
Apache License 2.0
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Have you tried with the latest resnet model? #16

Open Manojbhat09 opened 3 years ago

Manojbhat09 commented 3 years ago

The latest ResNet model needs some augmentations, do you use any and can you give some comments on whether the model could be better than the current one? https://arxiv.org/abs/2103.07579

shinya7y commented 3 years ago

I haven't tried ResNet-RS. Since proper training methods and regularization methods depend on tasks and datasets, please try them on your target dataset.

Wulingtian commented 3 years ago

I haven't tried ResNet-RS. Since proper training methods and regularization methods depend on tasks and datasets, please try them on your target dataset. Any plans for adding support for GFLv2?

shinya7y commented 3 years ago

I'd like to try GFLv2 after catching up the latest mmdetection.

shinya7y commented 3 years ago

GFLv2 is now available in the master branch.

shinya7y commented 3 years ago

Some of the ResNet-RS authors published related work for object detection. https://arxiv.org/abs/2107.00057 Although we will not add SiLU and SE by ourselves, it might be worth sending feature requests to backbone developers.