Patch visualization: Highlight that areas that are never sampled · microsoft/InnerEye-DeepLearning#301

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good first issuenot urgentreporting and diagnostics

説明

From the present thumbnails, it is not clear which pixels will never be included in training. Can we highlight those in a different color?

技術スタック: python
領域: machine learningdata
Issue 種別: feature
難度: 3
推定時間: half day
活動状況: fresh
明確さ: mostly clear
前提条件: Understanding of patch sampling in medical imagingFamiliarity with visualization code in the repository
初心者向け度: 60
調査方針: Examine the existing thumbnail generation code in the repository (likely in the visualization module) to understand how patches are currently displayed. Identify the logic that determines which pixels are sampled for training. Modify the visualization to color unsampled pixels differently, e.g., by adding a semi transparent overlay. Review any related documentation or comments about sampling strategies to ensure accuracy.