Awesome
nndet2
Object Detection models based on detectron2.
Backbones
| Model | Backbone | Lr schd | Mem (GB) | mask AP | box AP | Config | Download |
|---|
| Mask RCNN | ConvNeXt_Tiny | 1x | | 40.5 | 43.8 | config | model |
| RetinaNet | ConvNeXt_Tiny | 1x | | | 43.8 | config | model |
| Model | Backbone | Lr schd | Mem (GB) | mask AP | box AP | Config | Download |
|---|
| RetinaNet+ | ResNet50* | 1x | | | 41.9 | config | model |
+: we use GN + GIoU + multi-scale training
*: we use new TorchVision SOTA ResNet models
| Model | Backbone | Lr schd | Mem (GB) | mask AP | box AP | Config | Download |
|---|
| RetinaNet | DaViT-Tiny | 1x | | | 44.8 | config | model |
| Model | Backbone | Lr schd | Mem (GB) | mask AP | box AP | Config | Download |
|---|
| RetinaNet | SwinV2-Tiny | 1x | | | 44.8 | config | model |