Website for my Google Summer of Code 2026 contribution journey with mlverse, extending TorchVision support in R for computer vision tasks.
derricksamuel.github.io/GsocWebsite
- Datasets: EMNIST, QMNIST, FGVC-Aircraft, FER2013, Oxford Flowers 102, Caltech101/256, Flickr8k/30k, Oxford-IIIT Pet, LFW, Pascal VOC, VGGFace2
- Models: Vision Transformer (ViT), FaceNet, MobileNet v3, RF-DETR
- Transforms: item transforms for detection & segmentation data augmentation (hflip, vflip, crop, pad, perspective, random crop, random erasing, etc.)
- Rotated bounding box: coordinate transforms and IoU utilities
- SAHI (Slicing Aided Hyper Inference) for small object detection
- roi_align_rotated CUDA operation in torchvisionlib
- CI improvements, documentation fixes, dataset reliability fixes
| Repository | PRs |
|---|---|
| mlverse/torchvision | 48 |
| mlverse/torchvisionlib | 1 |
- 49 pull requests total
- 38 merged
- 10 closed
- 1 open