Image Segmentation Basics (U-Net) — Roadmap Step & Resources

Classifying an image at the pixel level rather than the whole-image level

Level: advanced
Estimated time: 1 days
Roadmap: Deep Learning & Neural Networks

Before this step

Object Detection Basics (YOLO, Faster R-CNN)

Study resources

Semantic Segmentation (Article) — The official PyTorch (torchvision) documentation on semantic segmentation models.
Image Segmentation Explained (Video) — A practical introduction to semantic and instance segmentation.

Part of

Convolutional Neural Networks (CNNs) — section
Deep Learning & Neural Networks roadmap — the full learning path

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