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Automatic Kinship Recognition
My Aims
- [x] Adapt Shadrikov code to PyTorch.
- [ ] Reproduce Shadrikov verification results.
- [x] Pretrain ResNet101 with ArcFace loss on cleaned MS-Celeb-1M.
- [ ] Finetune pretrained model
- [ ] pretrain + classification
- [ ] pretrain + classification + normalization
- [ ] pretrain + classification + normalization + different thresholds
- [ ] Experiment with transformers instead of the ResNet backbone on both MS-Celeb-1M pretraining and FIW finetuning.
Results
Specs
- Intel(R) Core(TM) i9-9900K CPU @ 3.60GHz
- 48GB RAM
- 2x NVIDIA GeForce RTX 3090 24GB
CLI
Pretrain
TODO
Metrics
TODO