Alex krull patch clipping (#75)

Update BSD68_reproducibility.ipynb
juglab · Apr 27, 2020 · 04f9760 · 04f9760
1 parent f33b2a9
commit 04f9760
Showing 1 changed file with 10 additions and 1 deletion.
diff --git a/examples/2D/denoising2D_BSD68/BSD68_reproducibility.ipynb b/examples/2D/denoising2D_BSD68/BSD68_reproducibility.ipynb
@@ -78,6 +78,11 @@
    "source": [
     "X = np.load('data/BSD68_reproducibility_data/train/DCNN400_train_gaussian25.npy')\n",
     "X_val = np.load('data/BSD68_reproducibility_data/val/DCNN400_validation_gaussian25.npy')\n",
+    "# Note that we do not round or clip the noisy data to [0,255]\n",
+    "# If you want to enable clipping and rounding to emulate an 8 bit image format,\n",
+    "# uncomment the following lines.\n",
+    "# X = np.round(np.clip(X, 0, 255.))\n",
+    "# X_val = np.round(np.clip(X_val, 0, 255.))\n",
     "\n",
     "# Adding channel dimension\n",
     "X = X[..., np.newaxis]\n",
@@ -792,7 +797,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "test_data = np.load('data/BSD68_reproducibility_data/test/bsd68_gaussian25.npy', allow_pickle=True)"
+    "test_data = np.load('data/BSD68_reproducibility_data/test/bsd68_gaussian25.npy', allow_pickle=True)\n",
+    "# Note that we do not round or clip the noisy data to [0,255]\n",
+    "# If you want to enable clipping and rounding to emulate an 8 bit image format,\n",
+    "# uncomment the following line.\n",
+    "# test_data = np.round(np.clip(test_data, 0, 255.))"
    ]
   },
   {