Backbone Architectures
ConvNeXt
Introduced by Liu et al. in A ConvNet for the 2020sPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Semantic Segmentation | 20 | 15.75% |
| Image Classification | 18 | 14.17% |
| Object Detection | 11 | 8.66% |
| Classification | 8 | 6.30% |
| Instance Segmentation | 5 | 3.94% |
| Image Segmentation | 4 | 3.15% |
| Action Recognition | 3 | 2.36% |
| Medical Image Segmentation | 3 | 2.36% |
| Speech Synthesis | 2 | 1.57% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
