Facial Keypoint Detection
This project explores three deep learning approaches for facial keypoint detection. The objective is to accurately localize each keypoint based on the input image. I investigate: (1) direct coordinate regression using a custom CNN, (2) transfer learning with pretrained ResNet18 and self-supervised DINO models, and (3) heatmap-based prediction using a U-Net architecture.
Apr 15, 2025
