VOC dataset

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Nov 16, 2022 · Artificial Intelligence

Deep Learning Semantic Segmentation: FCN Source Code Analysis

This tutorial walks through the complete FCN pipeline for semantic segmentation, covering VOC dataset loading, data augmentation, collate functions, model construction, training loops, loss computation with cross‑entropy (including ignore‑index handling), and inference, while providing full PyTorch code snippets for each step.