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 | 78 | 24.07% |
| Image Classification | 29 | 8.95% |
| General Classification | 15 | 4.63% |
| Object Detection | 14 | 4.32% |
| Classification | 10 | 3.09% |
| Semantic Segmentation | 9 | 2.78% |
| Retrieval | 8 | 2.47% |
| Self-Supervised Image Classification | 6 | 1.85% |
| Image Retrieval | 6 | 1.85% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
