snapshot...

modules/deeplearning/srcnn_l1b_l2.py

@@ -835,6 +835,7 @@ def analyze(file='/Users/tomrink/cld_opd_out.npy'):
     print('Total num pixels: ', lbls.size)
 
     pred = pred.flatten()
+    pred = np.where(pred < 0.0, 0.0, pred)
     lbls = lbls.flatten()
     diff = pred - lbls
 
@@ -844,18 +845,9 @@ def analyze(file='/Users/tomrink/cld_opd_out.npy'):
     bin_edges = []
     bin_ranges = []
 
-    bin_ranges.append([0.0, 0.1])
+    bin_ranges.append([0.0, 5.0])
     bin_edges.append(0.0)
 
-    bin_ranges.append([0.1, 0.5])
-    bin_edges.append(0.1)
-
-    bin_ranges.append([0.5, 2.0])
-    bin_edges.append(0.5)
-
-    bin_ranges.append([2.0, 5.0])
-    bin_edges.append(2.0)
-
     bin_ranges.append([5.0, 10.0])
     bin_edges.append(5.0)