MMDetection 整体构建流程-学习笔记一
目录
- Backbone
-
- Swin Transformer
- PyramidVisionTransformer
- Backbone network registration
- Neck
-
- FPN
- Head
- Enhance
GitHub 链接:https://github.com/open-mmlab/mmdetection
BackboneMMDetection backbone 骨干网络的作用是图像特征提取。MMDetection 框架已经实现了大部分的主干网络:RegNet’, ‘ResNet’, ‘ResNetV1d’, ‘ResNeXt’, ‘SSDVGG’, ‘HRNet’, ‘MobileNetV2’, ‘Res2Net’, ‘HourglassNet’, ‘DetectoRS_ResNet’, ‘DetectoRS_ResNeXt’, ‘Darknet’, ‘ResNeSt’, ‘TridentResNet’, ‘CSPDarknet’, ‘SwinTran