FACE-IT 2026: Deep Learning and AI for Images
International online course, Faculty of Computer Science, Universitas Brawijaya
Sessions taught: Classical Visual Recognition, Dataset Engineering & Preprocessing, Object Detection, Image Segmentation (Sep–Oct 2026)
FACE-IT is an international online course hosted by the Faculty of Computer Science (FILKOM), Universitas Brawijaya, for students from around the world.
| Date | Session | Topics |
|---|---|---|
| 4 Sep 2026 | Classical Visual Recognition | Building a feature-based recognition baseline and interpreting its performance |
| 14 Sep 2026 | Dataset Engineering & Preprocessing | Cleaning labels, splitting data, preventing data leakage, scaling features, and reducing dimensionality |
| 21 Oct 2026 | Object Detection | Bounding boxes, IoU, NMS, detector families, and a YOLO workflow |
| 28 Oct 2026 | Image Segmentation | Semantic and instance segmentation, U-Net, Mask R-CNN, losses, and metrics |