Image Data Augmentation
Random Resized Crop
RandomResizedCrop is a type of image data augmentation where a crop of random size of the original size and a random aspect ratio of the original aspect ratio is made. This crop is finally resized to given size.
Image Credit: Apache MXNet
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Self-Supervised Learning | 108 | 18.09% |
| Image Classification | 72 | 12.06% |
| Object Detection | 41 | 6.87% |
| General Classification | 34 | 5.70% |
| Semantic Segmentation | 19 | 3.18% |
| Classification | 14 | 2.35% |
| Retrieval | 10 | 1.68% |
| Object | 10 | 1.68% |
| Instance Segmentation | 9 | 1.51% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
