Image Data Augmentation
Random Scaling
Random Scaling is a type of image data augmentation in which we randomly change the scale of the image within a specified range.
The Albumentations library has generalization of the RandomScaling called Affine
Affine transform allows randomly scale as RandomScaling, but you may also randomly rotate, translate, and shear.
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Semantic Segmentation | 5 | 22.73% |
| Image Segmentation | 3 | 13.64% |
| Object Detection | 2 | 9.09% |
| Instance Segmentation | 2 | 9.09% |
| Panoptic Segmentation | 2 | 9.09% |
| Thermal Image Segmentation | 2 | 9.09% |
| Crowd Counting | 1 | 4.55% |
| Person Re-Identification | 1 | 4.55% |
| Edge-computing | 1 | 4.55% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
