Computer Vision
This section covers visual perception models, image processing fundamentals, spatial transformations, and modern deep-learning-based vision pipelines.
Key Focus Areas
- Core Operations: Image filtering, convolutions, feature extraction.
- High-Level Tasks: Image classification, object detection (YOLO, R-CNN), semantic and instance segmentation.
- Representation Learning: Vision Transformers (ViTs), contrastive learning, and self-supervised visual models.