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 | 24 | 14.37% |
| Image Classification | 22 | 13.17% |
| Object Detection | 14 | 8.38% |
| Classification | 9 | 5.39% |
| Instance Segmentation | 6 | 3.59% |
| Image Segmentation | 5 | 2.99% |
| Medical Image Segmentation | 4 | 2.40% |
| Audio Classification | 3 | 1.80% |
| Action Recognition | 3 | 1.80% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
