Image Data Augmentation
Color Jitter
ColorJitter is a type of image data augmentation where we randomly change the brightness, contrast and saturation of an image.
Image Credit: Apache MXNet
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Self-Supervised Learning | 116 | 23.58% |
| Image Classification | 36 | 7.32% |
| Object Detection | 17 | 3.46% |
| General Classification | 15 | 3.05% |
| Classification | 11 | 2.24% |
| Semantic Segmentation | 11 | 2.24% |
| Retrieval | 9 | 1.83% |
| Object | 8 | 1.63% |
| Clustering | 7 | 1.42% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
