6
Computer Vision
Image classification, object detection, segmentation, and generative models
5 lessons260 min totaladvanced
1
Image Classification Deep Dive
CNN architecture evolution, data augmentation, and modern training strategies
2 exercisesQuiz50m
2
Object Detection
Bounding boxes, YOLO, R-CNN family, anchor boxes, and evaluation metrics
2 exercisesQuiz55m
3
Image Segmentation
Semantic, instance, and panoptic segmentation with U-Net, Mask R-CNN, and SAM
2 exercisesQuiz50m
4
Generative Models for Images
GANs, VAEs, diffusion models, Stable Diffusion, and ControlNet
2 exercisesQuiz55m
5
Vision Transformers & Multimodal Models
ViT, DINO, CLIP, and multimodal models bridging vision and language
2 exercisesQuiz50m