amberzzzz / backbones Goto Github PK

VGG vgg16, vgg19, vgg for SSD

ResNet resnet18, resnet34, resnet50, resnet101, resnext, resnest, stochastic depth, CSP-resnet, 2.5D, SENet, SKNet

MobileNet mobileNetV1, mobileNetV2, mobileNetV3

GoogleNet InceptionV1-4, Xception, EfficientNet, Xception for deeplab, EfficientNetV2

darknet darknet53,

hourglass hourglass, hourglass for corner/centerNet

GCN GCN, GAT, DAG

HRNet HRNetv1, HRNetv2

Swin Transformer Swin-T/S/B/L

EfficientNet EfficientNet, EfficientNet-Lite, EfficientNetV2

utils BN: syncBN, softBN SGD: SoftSGD AdamW: Adam with weight decay