Just a simple project discovering latest segmentation trends.
- Grab photos of dogs (publicly available) from LAION-5B dataset (using this tool)
- Filtered and hand-labeled subset of photos using interactive segmentation tool focalclick
- using this pipeline trained big model for semantic segmentation
- using active learning labeled more images and re-trained model
- using knowledge distillation on EfficientViT model