From 021c2c03f5776806fb50b3965b31b0ff13bb1800 Mon Sep 17 00:00:00 2001 From: IvanHCenalmor Date: Tue, 1 Aug 2023 09:31:02 +0100 Subject: [PATCH] Fixed normalizeMinMax in U-Nets --- Colab_notebooks/U-Net_2D_Multilabel_ZeroCostDL4Mic.ipynb | 2 +- Colab_notebooks/U-Net_2D_ZeroCostDL4Mic.ipynb | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Colab_notebooks/U-Net_2D_Multilabel_ZeroCostDL4Mic.ipynb b/Colab_notebooks/U-Net_2D_Multilabel_ZeroCostDL4Mic.ipynb index a56c7d6e..d519a6b9 100644 --- a/Colab_notebooks/U-Net_2D_Multilabel_ZeroCostDL4Mic.ipynb +++ b/Colab_notebooks/U-Net_2D_Multilabel_ZeroCostDL4Mic.ipynb @@ -611,7 +611,7 @@ "# Simple normalization to min/max fir the Mask\n", "def normalizeMinMax(x, dtype=np.float32):\n", " x = x.astype(dtype,copy=False)\n", - " x = (x - np.amin(x)) / (np.amax(x) - np.amin(x))\n", + " x = (x - np.amin(x)) / (np.amax(x) - np.amin(x) + 1e-10)\n", " return x\n", "\n", "\n", diff --git a/Colab_notebooks/U-Net_2D_ZeroCostDL4Mic.ipynb b/Colab_notebooks/U-Net_2D_ZeroCostDL4Mic.ipynb index 47b1534d..537f6bea 100644 --- a/Colab_notebooks/U-Net_2D_ZeroCostDL4Mic.ipynb +++ b/Colab_notebooks/U-Net_2D_ZeroCostDL4Mic.ipynb @@ -585,7 +585,7 @@ "# Simple normalization to min/max fir the Mask\n", "def normalizeMinMax(x, dtype=np.float32):\n", " x = x.astype(dtype,copy=False)\n", - " x = (x - np.amin(x)) / (np.amax(x) - np.amin(x))\n", + " x = (x - np.amin(x)) / (np.amax(x) - np.amin(x) + 1e-10)\n", " return x\n", "\n", "\n",