diff --git a/scripts/PyNutil_test.json b/scripts/PyNutil_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1e2bd453bafae1ad4f1a6b12c1b0f5936ae00b0
--- /dev/null
+++ b/scripts/PyNutil_test.json
@@ -0,0 +1,285 @@
+{
+    "name": "PyNutil_test.json",
+    "target": "ABA_Mouse_CCFv3_2017_25um.cutlas",
+    "target-resolution": [
+        456,
+        528,
+        320
+    ],
+    "slices": [
+        {
+            "filename": "test_s001.png",
+            "width": 1500,
+            "height": 1000,
+            "snr": 1,
+            "format": "png",
+            "current": 0,
+            "tilesize": 254,
+            "overlap": 1,
+            "mode": 0,
+            "ouv": [
+                -5.145275115966797,
+                361.8014440433213,
+                331.1490739071843,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ],
+            "markers": [
+                [
+                    440.0000000000001,
+                    289,
+                    450,
+                    323
+                ]
+            ],
+            "nr": 1,
+            "anchoring": [
+                -5.145275115966797,
+                361.8014440433213,
+                331.1490739071843,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ]
+        },
+        {
+            "filename": "test_s002.png",
+            "width": 1500,
+            "height": 1000,
+            "snr": 2,
+            "format": "png",
+            "current": 0,
+            "tilesize": 254,
+            "overlap": 1,
+            "mode": 0,
+            "ouv": [
+                -3.8589563369750977,
+                318.7157039711191,
+                340.24552914037605,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ],
+            "markers": [
+                [
+                    636.8098159509204,
+                    603.4958601655935,
+                    672.6993865030674,
+                    593.3762649494021
+                ],
+                [
+                    902.9868982011025,
+                    615.5567336628567,
+                    843.8650306748466,
+                    610.8555657773691
+                ],
+                [
+                    561.2609204260139,
+                    750.3661510917975,
+                    558.5889570552147,
+                    775.5289788408462
+                ]
+            ],
+            "nr": 2,
+            "anchoring": [
+                -3.8589563369750977,
+                318.7157039711191,
+                340.24552914037605,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ]
+        },
+        {
+            "filename": "test_s003.png",
+            "width": 1500,
+            "height": 1000,
+            "snr": 3,
+            "format": "png",
+            "current": 0,
+            "tilesize": 254,
+            "overlap": 1,
+            "mode": 0,
+            "ouv": [
+                -2.8942172527313232,
+                275.6299638989171,
+                350.0189942541106,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ],
+            "markers": [
+                [
+                    761.0429447852762,
+                    629.2548298068077,
+                    741,
+                    500
+                ],
+                [
+                    204.29447852760745,
+                    613.6154553817848,
+                    365.3374233128834,
+                    612.695492180313
+                ],
+                [
+                    482.6376861494953,
+                    714.9876920193675,
+                    623.0061349693251,
+                    747.0101195952162
+                ],
+                [
+                    434.00208292806684,
+                    606.7676930120547,
+                    578.8343558282207,
+                    601.6559337626494
+                ],
+                [
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+                    636.6145354185834,
+                    980.0613496932516,
+                    628.3348666053357
+                ],
+                [
+                    957.8161415293836,
+                    523.3987679117937,
+                    953.3742331288344,
+                    547.3781048758049
+                ]
+            ],
+            "nr": 3,
+            "anchoring": [
+                -2.8942172527313232,
+                275.6299638989171,
+                350.0189942541106,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ]
+        },
+        {
+            "filename": "test_s004.png",
+            "width": 1500,
+            "height": 1000,
+            "snr": 4,
+            "format": "png",
+            "current": 0,
+            "tilesize": 254,
+            "overlap": 1,
+            "mode": 0,
+            "ouv": [
+                -3.0282087922096252,
+                232.54422382671487,
+                364.1366059225139,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ],
+            "markers": [
+                [
+                    522.6993865030674,
+                    712.9714811407543,
+                    530.6338374725239,
+                    715.7313707451705
+                ],
+                [
+                    630.6438500513034,
+                    523.1833943062713,
+                    550.3067484662577,
+                    519.7792088316469
+                ],
+                [
+                    916.4047791164191,
+                    534.1886045162021,
+                    962.5766871165645,
+                    523.4590616375344
+                ],
+                [
+                    950.8076359295408,
+                    705.46368100121,
+                    925,
+                    668
+                ],
+                [
+                    1096.1208774051677,
+                    649.3153717520049,
+                    1115,
+                    675
+                ],
+                [
+                    1030.2378410339393,
+                    594.2011916220456,
+                    1065.644171779141,
+                    604.4158233670653
+                ]
+            ],
+            "nr": 4,
+            "anchoring": [
+                -3.0282087922096252,
+                232.54422382671487,
+                364.1366059225139,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ]
+        },
+        {
+            "filename": "test_s005.png",
+            "width": 1500,
+            "height": 1000,
+            "snr": 5,
+            "format": "png",
+            "current": 0,
+            "tilesize": 254,
+            "overlap": 1,
+            "mode": 0,
+            "ouv": [
+                -0.6163610816001892,
+                189.45848375451277,
+                374.2485759765199,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ],
+            "nr": 5,
+            "anchoring": [
+                -0.6163610816001892,
+                189.45848375451277,
+                374.2485759765199,
+                456,
+                0,
+                0,
+                0,
+                0,
+                -320
+            ]
+        }
+    ]
+}
\ No newline at end of file
diff --git a/test_data/PyNutil_test_2.waln b/scripts/PyNutil_test.waln
similarity index 100%
rename from test_data/PyNutil_test_2.waln
rename to scripts/PyNutil_test.waln
diff --git a/scripts/Tiling_script.py b/scripts/Tiling_script.py
new file mode 100644
index 0000000000000000000000000000000000000000..fd12fff1e4e3257a84937c5b5d7b2fb2740fcb40
--- /dev/null
+++ b/scripts/Tiling_script.py
@@ -0,0 +1,19 @@
+import os
+import sys
+import numpy as np
+import tifffile as tiff
+path_to_file = r"/home/harryc/Downloads/mouse-s23/ext-d000009_PVMouse_81265_Samp1__s023.tif"
+image_outdir = path_to_file.split(".")[0].split("/")[-1]
+if not os.path.exists(image_outdir):
+    os.makedirs(image_outdir)
+# Read the image
+img = tiff.imread(path_to_file)
+# Get the shape of the image
+shape = img.shape
+#Get the chunk size
+chunk_size = 512
+#crop the image and save each chunk
+for i in range(0, shape[0], chunk_size):
+    for j in range(0, shape[1], chunk_size):
+        chunk = img[i:i+chunk_size, j:j+chunk_size]
+        tiff.imsave("{}/chunk_{}_{}.tif".format(image_outdir,i, j), chunk)
\ No newline at end of file
diff --git a/scripts/waln_to_json.py b/scripts/waln_to_json.py
index f44cba5c843e35c862f967e15cf52faec996e4f5..342c30ff68084b75f25f363b156caf62bd071796 100644
--- a/scripts/waln_to_json.py
+++ b/scripts/waln_to_json.py
@@ -56,6 +56,6 @@ def waln_to_json(filename):
     else:
         pass
     
-waln_to_json("PyNutil_test_2.waln")    
+waln_to_json("PyNutil_test.waln")    
     
 
diff --git a/testOOP.py b/testOOP.py
index 3109bb82b350068bd4c4d1741a54cfe3ca82438e..63cb0854f0b12fb7ee3fe956b2ae78aa2a52168c 100644
--- a/testOOP.py
+++ b/testOOP.py
@@ -8,11 +8,11 @@ pnt = PyNutil(settings_file=r"PyNutil/test/test10_PyNutil_web.json")
 
 ##use_flat can be set to True if you want to use the flat file
 ## for method select between "all", "per_pixel" and "per_object"
-pnt.get_coordinates(object_cutoff=0, method="per_pixel", use_flat=False)
+pnt.get_coordinates(object_cutoff=0, method="all", use_flat=False)
 
 pnt.quantify_coordinates()
 
-pnt.save_analysis("PyNutil/outputs/test10_PyNutil_web")
+pnt.save_analysis("PyNutil/outputs/test10_PyNutil_web_all")
 
 # remove name, r, g, b, from pixel_
 # add to region_areas df