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 |
|---|---|---|
| Image Classification | 54 | 21.18% |
| General Classification | 34 | 13.33% |
| Object Detection | 34 | 13.33% |
| Self-Supervised Learning | 19 | 7.45% |
| Semantic Segmentation | 11 | 4.31% |
| Instance Segmentation | 8 | 3.14% |
| Self-Supervised Image Classification | 6 | 2.35% |
| Real-Time Object Detection | 6 | 2.35% |
| Object Recognition | 6 | 2.35% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |