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 | 63 | 18.05% |
| Self-Supervised Learning | 47 | 13.47% |
| Object Detection | 35 | 10.03% |
| General Classification | 34 | 9.74% |
| Semantic Segmentation | 12 | 3.44% |
| Self-Supervised Image Classification | 9 | 2.58% |
| Instance Segmentation | 8 | 2.29% |
| Object Recognition | 7 | 2.01% |
| Image Retrieval | 6 | 1.72% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
