{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Collate Planes\n", "\n", "In this notebook, we merge CNMF results across each of our z-planes." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:41:31.186070Z", "start_time": "2024-10-02T19:41:30.745070Z" }, "execution": { "iopub.execute_input": "2024-10-02T16:52:45.670096Z", "iopub.status.busy": "2024-10-02T16:52:45.669088Z", "iopub.status.idle": "2024-10-02T16:52:50.961938Z", "shell.execute_reply": "2024-10-02T16:52:50.961938Z", "shell.execute_reply.started": "2024-10-02T16:52:45.670096Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "source": [ "%gui qt\n", "import sys\n", "from pathlib import Path\n", "import os\n", "import numpy as np\n", "import zarr\n", "import napari\n", "\n", "import logging\n", "import lbm_caiman_python as lbm\n", "\n", "# Importing this WONT WORK withotu adding to the path\n", "sys.path.append('../..') # TODO: Take this out when we upload to pypi\n", "\n", "import pandas as pd\n", "import lbm_mc as mc\n", "from mesmerize_viz import *\n", "from lbm_mc.caiman_extensions.cnmf import cnmf_cache\n", "\n", "try:\n", " if __IPYTHON__:\n", " get_ipython().run_line_magic('load_ext', 'autoreload')\n", " get_ipython().run_line_magic('autoreload', '2')\n", "except NameError:\n", " pass\n", "try:\n", " import cv2\n", " cv2.setNumThreads(0)\n", "except():\n", " pass\n", "\n", "logging.basicConfig()\n", "\n", "os.environ[\"CONDA_PREFIX_1\"] = \"\"\n", "if os.name == \"nt\":\n", " # disable the cache on windows, this will be automatic in a future version\n", " cnmf_cache.set_maxsize(0)\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:41:33.327089Z", "start_time": "2024-10-02T19:41:33.126089Z" } }, "outputs": [], "source": [ "chan_order = (\n", " np.array(\n", " [\n", " 1,\n", " 5,\n", " 6,\n", " 7,\n", " 8,\n", " 9,\n", " 2,\n", " 10,\n", " 11,\n", " 12,\n", " 13,\n", " 14,\n", " 15,\n", " 16,\n", " 17,\n", " 3,\n", " 18,\n", " 19,\n", " 20,\n", " 21,\n", " 22,\n", " 23,\n", " 4,\n", " 24,\n", " 25,\n", " 26,\n", " 27,\n", " 28,\n", " ]\n", " )\n", " - 1\n", ")\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:41:33.579595Z", "start_time": "2024-10-02T19:41:33.330091Z" }, "execution": { "iopub.execute_input": "2024-10-02T16:56:21.060339Z", "iopub.status.busy": "2024-10-02T16:56:21.060339Z", "iopub.status.idle": "2024-10-02T16:56:21.259352Z", "shell.execute_reply": "2024-10-02T16:56:21.259352Z", "shell.execute_reply.started": "2024-10-02T16:56:21.060339Z" } }, "outputs": [ { "data": { "text/html": [ "
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algoitem_nameinput_movie_pathparamsoutputsadded_timeran_timealgo_durationcommentsuuid
0cnmfcnmf_1tiff\\extracted_plane_1.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': faeb27e8-40b9-4e5a-ad...2024-10-01T16:34:442024-10-01T16:54:16946.94 secNonefaeb27e8-40b9-4e5a-ad8c-b9cc73c03635
1cnmfcnmf_1tiff\\extracted_plane_2.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 89b676c7-9480-47d7-b1...2024-10-01T16:34:442024-10-01T17:10:06949.6 secNone89b676c7-9480-47d7-b190-e4bbc2a5decc
2cnmfcnmf_1tiff\\extracted_plane_3.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': f03ead24-ab13-48e7-87...2024-10-01T16:34:442024-10-01T17:28:571131.04 secNonef03ead24-ab13-48e7-87c0-27d5940a7c91
3cnmfcnmf_1tiff\\extracted_plane_4.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 585a0fc2-40d4-45f2-ba...2024-10-01T16:34:442024-10-01T17:51:181340.32 secNone585a0fc2-40d4-45f2-badf-ba13d5cc77a6
4cnmfcnmf_1tiff\\extracted_plane_5.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 544c2a52-0b90-4b74-ba...2024-10-01T16:34:442024-10-01T18:08:221024.35 secNone544c2a52-0b90-4b74-baae-b2ca913c7c2a
5cnmfcnmf_1tiff\\extracted_plane_6.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': d6c3f33c-2b90-4c6d-a4...2024-10-01T16:34:442024-10-01T18:24:00937.73 secNoned6c3f33c-2b90-4c6d-a4ad-f237dae5f73b
6cnmfcnmf_1tiff\\extracted_plane_7.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': ca269a68-06d0-4f96-b5...2024-10-01T16:34:442024-10-01T18:39:39939.58 secNoneca269a68-06d0-4f96-b508-87160fdf37ab
7cnmfcnmf_1tiff\\extracted_plane_8.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': a9cb2077-073a-4552-96...2024-10-01T16:34:442024-10-01T18:55:09929.57 secNonea9cb2077-073a-4552-9669-e53ba0c96803
8cnmfcnmf_1tiff\\extracted_plane_9.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': c0205f69-ccb6-4304-9c...2024-10-01T16:34:442024-10-01T19:10:49940.35 secNonec0205f69-ccb6-4304-9cee-18af09d11663
9cnmfcnmf_1tiff\\extracted_plane_10.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 1fac642d-6cef-4a68-94...2024-10-01T16:34:442024-10-01T19:28:151045.02 secNone1fac642d-6cef-4a68-9415-737213b4462d
10cnmfcnmf_1tiff\\extracted_plane_11.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 97569a0f-b5c4-41b5-92...2024-10-01T16:34:442024-10-01T19:45:461051.62 secNone97569a0f-b5c4-41b5-9268-b4ddeda9d740
11cnmfcnmf_1tiff\\extracted_plane_12.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': c2d0864d-1313-4ded-8b...2024-10-01T16:34:442024-10-01T20:01:40953.4 secNonec2d0864d-1313-4ded-8b7f-4a7f02947b2d
12cnmfcnmf_1tiff\\extracted_plane_13.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 8301c084-fe7c-4e84-b8...2024-10-01T16:34:442024-10-01T20:17:40960.7 secNone8301c084-fe7c-4e84-b8d7-db6fcc8893ed
13cnmfcnmf_1tiff\\extracted_plane_14.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 1eabd9f9-1a57-4c08-a8...2024-10-01T16:34:442024-10-01T20:33:51970.13 secNone1eabd9f9-1a57-4c08-a830-9276371c00a9
14cnmfcnmf_1tiff\\extracted_plane_15.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 25be7a5b-dd16-42cd-bd...2024-10-01T16:34:442024-10-01T20:52:061095.19 secNone25be7a5b-dd16-42cd-bd4a-1312b4c6e791
15cnmfcnmf_1tiff\\extracted_plane_16.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': f87dc096-6bb2-40dd-8d...2024-10-01T16:34:442024-10-01T21:08:23977.02 secNonef87dc096-6bb2-40dd-8dff-20f1362423b0
16cnmfcnmf_1tiff\\extracted_plane_17.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 0e6f8223-3002-4430-a9...2024-10-01T16:34:442024-10-01T21:28:211197.8 secNone0e6f8223-3002-4430-a987-d83a6d7c7bd8
17cnmfcnmf_1tiff\\extracted_plane_18.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 52ab80e3-880f-4ae5-bd...2024-10-01T16:34:442024-10-01T21:46:451104.12 secNone52ab80e3-880f-4ae5-bd38-711c0138ebe2
18cnmfcnmf_1tiff\\extracted_plane_19.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 65c8dfa4-2a65-4618-82...2024-10-01T16:34:442024-10-01T22:05:321126.88 secNone65c8dfa4-2a65-4618-8240-7f08fccce4ad
19cnmfcnmf_1tiff\\extracted_plane_20.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 473b088b-1b8e-4ecb-97...2024-10-01T16:34:442024-10-01T22:23:001048.28 secNone473b088b-1b8e-4ecb-97e2-75eb299851b2
20cnmfcnmf_1tiff\\extracted_plane_21.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 60d2fc66-20a9-4f00-b6...2024-10-01T16:34:442024-10-01T22:41:101090.04 secNone60d2fc66-20a9-4f00-b6f7-b9e80440efe7
21cnmfcnmf_1tiff\\extracted_plane_22.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 8926526d-cc18-47e2-b5...2024-10-01T16:34:442024-10-01T23:01:261215.23 secNone8926526d-cc18-47e2-b599-1496b2c9f03e
22cnmfcnmf_1tiff\\extracted_plane_23.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': f2b1c811-e02a-4058-a1...2024-10-01T16:34:442024-10-01T23:20:001114.08 secNonef2b1c811-e02a-4058-a15b-861ee1128793
23cnmfcnmf_1tiff\\extracted_plane_24.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 5c9bd42e-fb07-43f0-a1...2024-10-01T16:34:442024-10-01T23:38:351114.86 secNone5c9bd42e-fb07-43f0-a18d-0b9e516db4ec
24cnmfcnmf_1tiff\\extracted_plane_25.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 84004c56-81c1-474b-ab...2024-10-01T16:34:442024-10-01T23:57:281132.94 secNone84004c56-81c1-474b-ab38-327fbf79bf8c
25cnmfcnmf_1tiff\\extracted_plane_26.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 23521021-6791-4d41-85...2024-10-01T16:34:442024-10-02T00:14:281019.75 secNone23521021-6791-4d41-855d-779eefce6840
26cnmfcnmf_1tiff\\extracted_plane_27.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 07907a0b-b138-41e3-99...2024-10-01T16:34:442024-10-02T00:34:071179.51 secNone07907a0b-b138-41e3-99a7-f7153738a640
27cnmfcnmf_1tiff\\extracted_plane_28.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 8b7cbfb4-7c62-4780-a9...2024-10-01T16:34:442024-10-02T00:49:55947.96 secNone8b7cbfb4-7c62-4780-a90c-5275cbe1f318
\n", "
" ], "text/plain": [ " algo item_name input_movie_path \\\n", "0 cnmf cnmf_1 tiff\\extracted_plane_1.tif \n", "1 cnmf cnmf_1 tiff\\extracted_plane_2.tif \n", "2 cnmf cnmf_1 tiff\\extracted_plane_3.tif \n", "3 cnmf cnmf_1 tiff\\extracted_plane_4.tif \n", "4 cnmf cnmf_1 tiff\\extracted_plane_5.tif \n", "5 cnmf cnmf_1 tiff\\extracted_plane_6.tif \n", "6 cnmf cnmf_1 tiff\\extracted_plane_7.tif \n", "7 cnmf cnmf_1 tiff\\extracted_plane_8.tif \n", "8 cnmf cnmf_1 tiff\\extracted_plane_9.tif \n", "9 cnmf cnmf_1 tiff\\extracted_plane_10.tif \n", "10 cnmf cnmf_1 tiff\\extracted_plane_11.tif \n", "11 cnmf cnmf_1 tiff\\extracted_plane_12.tif \n", "12 cnmf cnmf_1 tiff\\extracted_plane_13.tif \n", "13 cnmf cnmf_1 tiff\\extracted_plane_14.tif \n", "14 cnmf cnmf_1 tiff\\extracted_plane_15.tif \n", "15 cnmf cnmf_1 tiff\\extracted_plane_16.tif \n", "16 cnmf cnmf_1 tiff\\extracted_plane_17.tif \n", "17 cnmf cnmf_1 tiff\\extracted_plane_18.tif \n", "18 cnmf cnmf_1 tiff\\extracted_plane_19.tif \n", "19 cnmf cnmf_1 tiff\\extracted_plane_20.tif \n", "20 cnmf cnmf_1 tiff\\extracted_plane_21.tif \n", "21 cnmf cnmf_1 tiff\\extracted_plane_22.tif \n", "22 cnmf cnmf_1 tiff\\extracted_plane_23.tif \n", "23 cnmf cnmf_1 tiff\\extracted_plane_24.tif \n", "24 cnmf cnmf_1 tiff\\extracted_plane_25.tif \n", "25 cnmf cnmf_1 tiff\\extracted_plane_26.tif \n", "26 cnmf cnmf_1 tiff\\extracted_plane_27.tif \n", "27 cnmf cnmf_1 tiff\\extracted_plane_28.tif \n", "\n", " params \\\n", "0 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "1 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "2 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "3 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "4 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "5 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "6 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "7 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "8 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "9 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "10 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "11 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "12 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "13 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "14 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "15 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "16 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "17 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "18 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "19 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "20 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "21 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "22 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "23 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "24 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "25 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "26 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "27 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "\n", " outputs added_time \\\n", "0 {'mean-projection-path': faeb27e8-40b9-4e5a-ad... 2024-10-01T16:34:44 \n", "1 {'mean-projection-path': 89b676c7-9480-47d7-b1... 2024-10-01T16:34:44 \n", "2 {'mean-projection-path': f03ead24-ab13-48e7-87... 2024-10-01T16:34:44 \n", "3 {'mean-projection-path': 585a0fc2-40d4-45f2-ba... 2024-10-01T16:34:44 \n", "4 {'mean-projection-path': 544c2a52-0b90-4b74-ba... 2024-10-01T16:34:44 \n", "5 {'mean-projection-path': d6c3f33c-2b90-4c6d-a4... 2024-10-01T16:34:44 \n", "6 {'mean-projection-path': ca269a68-06d0-4f96-b5... 2024-10-01T16:34:44 \n", "7 {'mean-projection-path': a9cb2077-073a-4552-96... 2024-10-01T16:34:44 \n", "8 {'mean-projection-path': c0205f69-ccb6-4304-9c... 2024-10-01T16:34:44 \n", "9 {'mean-projection-path': 1fac642d-6cef-4a68-94... 2024-10-01T16:34:44 \n", "10 {'mean-projection-path': 97569a0f-b5c4-41b5-92... 2024-10-01T16:34:44 \n", "11 {'mean-projection-path': c2d0864d-1313-4ded-8b... 2024-10-01T16:34:44 \n", "12 {'mean-projection-path': 8301c084-fe7c-4e84-b8... 2024-10-01T16:34:44 \n", "13 {'mean-projection-path': 1eabd9f9-1a57-4c08-a8... 2024-10-01T16:34:44 \n", "14 {'mean-projection-path': 25be7a5b-dd16-42cd-bd... 2024-10-01T16:34:44 \n", "15 {'mean-projection-path': f87dc096-6bb2-40dd-8d... 2024-10-01T16:34:44 \n", "16 {'mean-projection-path': 0e6f8223-3002-4430-a9... 2024-10-01T16:34:44 \n", "17 {'mean-projection-path': 52ab80e3-880f-4ae5-bd... 2024-10-01T16:34:44 \n", "18 {'mean-projection-path': 65c8dfa4-2a65-4618-82... 2024-10-01T16:34:44 \n", "19 {'mean-projection-path': 473b088b-1b8e-4ecb-97... 2024-10-01T16:34:44 \n", "20 {'mean-projection-path': 60d2fc66-20a9-4f00-b6... 2024-10-01T16:34:44 \n", "21 {'mean-projection-path': 8926526d-cc18-47e2-b5... 2024-10-01T16:34:44 \n", "22 {'mean-projection-path': f2b1c811-e02a-4058-a1... 2024-10-01T16:34:44 \n", "23 {'mean-projection-path': 5c9bd42e-fb07-43f0-a1... 2024-10-01T16:34:44 \n", "24 {'mean-projection-path': 84004c56-81c1-474b-ab... 2024-10-01T16:34:44 \n", "25 {'mean-projection-path': 23521021-6791-4d41-85... 2024-10-01T16:34:44 \n", "26 {'mean-projection-path': 07907a0b-b138-41e3-99... 2024-10-01T16:34:44 \n", "27 {'mean-projection-path': 8b7cbfb4-7c62-4780-a9... 2024-10-01T16:34:44 \n", "\n", " ran_time algo_duration comments \\\n", "0 2024-10-01T16:54:16 946.94 sec None \n", "1 2024-10-01T17:10:06 949.6 sec None \n", "2 2024-10-01T17:28:57 1131.04 sec None \n", "3 2024-10-01T17:51:18 1340.32 sec None \n", "4 2024-10-01T18:08:22 1024.35 sec None \n", "5 2024-10-01T18:24:00 937.73 sec None \n", "6 2024-10-01T18:39:39 939.58 sec None \n", "7 2024-10-01T18:55:09 929.57 sec None \n", "8 2024-10-01T19:10:49 940.35 sec None \n", "9 2024-10-01T19:28:15 1045.02 sec None \n", "10 2024-10-01T19:45:46 1051.62 sec None \n", "11 2024-10-01T20:01:40 953.4 sec None \n", "12 2024-10-01T20:17:40 960.7 sec None \n", "13 2024-10-01T20:33:51 970.13 sec None \n", "14 2024-10-01T20:52:06 1095.19 sec None \n", "15 2024-10-01T21:08:23 977.02 sec None \n", "16 2024-10-01T21:28:21 1197.8 sec None \n", "17 2024-10-01T21:46:45 1104.12 sec None \n", "18 2024-10-01T22:05:32 1126.88 sec None \n", "19 2024-10-01T22:23:00 1048.28 sec None \n", "20 2024-10-01T22:41:10 1090.04 sec None \n", "21 2024-10-01T23:01:26 1215.23 sec None \n", "22 2024-10-01T23:20:00 1114.08 sec None \n", "23 2024-10-01T23:38:35 1114.86 sec None \n", "24 2024-10-01T23:57:28 1132.94 sec None \n", "25 2024-10-02T00:14:28 1019.75 sec None \n", "26 2024-10-02T00:34:07 1179.51 sec None \n", "27 2024-10-02T00:49:55 947.96 sec None \n", "\n", " uuid \n", "0 faeb27e8-40b9-4e5a-ad8c-b9cc73c03635 \n", "1 89b676c7-9480-47d7-b190-e4bbc2a5decc \n", "2 f03ead24-ab13-48e7-87c0-27d5940a7c91 \n", "3 585a0fc2-40d4-45f2-badf-ba13d5cc77a6 \n", "4 544c2a52-0b90-4b74-baae-b2ca913c7c2a \n", "5 d6c3f33c-2b90-4c6d-a4ad-f237dae5f73b \n", "6 ca269a68-06d0-4f96-b508-87160fdf37ab \n", "7 a9cb2077-073a-4552-9669-e53ba0c96803 \n", "8 c0205f69-ccb6-4304-9cee-18af09d11663 \n", "9 1fac642d-6cef-4a68-9415-737213b4462d \n", "10 97569a0f-b5c4-41b5-9268-b4ddeda9d740 \n", "11 c2d0864d-1313-4ded-8b7f-4a7f02947b2d \n", "12 8301c084-fe7c-4e84-b8d7-db6fcc8893ed \n", "13 1eabd9f9-1a57-4c08-a830-9276371c00a9 \n", "14 25be7a5b-dd16-42cd-bd4a-1312b4c6e791 \n", "15 f87dc096-6bb2-40dd-8dff-20f1362423b0 \n", "16 0e6f8223-3002-4430-a987-d83a6d7c7bd8 \n", "17 52ab80e3-880f-4ae5-bd38-711c0138ebe2 \n", "18 65c8dfa4-2a65-4618-8240-7f08fccce4ad \n", "19 473b088b-1b8e-4ecb-97e2-75eb299851b2 \n", "20 60d2fc66-20a9-4f00-b6f7-b9e80440efe7 \n", "21 8926526d-cc18-47e2-b599-1496b2c9f03e \n", "22 f2b1c811-e02a-4058-a15b-861ee1128793 \n", "23 5c9bd42e-fb07-43f0-a18d-0b9e516db4ec \n", "24 84004c56-81c1-474b-ab38-327fbf79bf8c \n", "25 23521021-6791-4d41-855d-779eefce6840 \n", "26 07907a0b-b138-41e3-99a7-f7153738a640 \n", "27 8b7cbfb4-7c62-4780-a90c-5275cbe1f318 " ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "parent_path = Path().home() / \"caiman_data\" / 'animal_01' / \"session_01\"\n", "\n", "batch_path = parent_path / 'batch.pickle'\n", "cnmf_batch_path = parent_path / 'results' / 'cnmf_batch.pickle'\n", "\n", "# you could alos load the registration batch and\n", "# save this patch in a new dataframe (saved to disk automatically)\n", "cnmf_df = mc.load_batch(cnmf_batch_path)\n", "cnmf_df=cnmf_df.caiman.reload_from_disk()\n", "mc.set_parent_raw_data_path(str(parent_path))\n", "\n", "# create a new batch\n", "try:\n", " df = mc.load_batch(batch_path)\n", "except (IsADirectoryError, FileNotFoundError):\n", " df = mc.create_batch(batch_path)\n", "\n", "df=df.caiman.reload_from_disk()\n", "cnmf_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Get outputs for each z-plane" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:41:51.299499Z", "start_time": "2024-10-02T19:41:35.973400Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: ,\n", " 1: ,\n", " 2: ,\n", " 3: ,\n", " 4: ,\n", " 5: ,\n", " 6: ,\n", " 7: ,\n", " 8: ,\n", " 9: ,\n", " 10: ,\n", " 11: ,\n", " 12: ,\n", " 13: ,\n", " 14: ,\n", " 15: ,\n", " 16: ,\n", " 17: ,\n", " 18: ,\n", " 19: ,\n", " 20: ,\n", " 21: ,\n", " 22: ,\n", " 23: ,\n", " 24: ,\n", " 25: ,\n", " 26: ,\n", " 27: }" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "results = {}\n", "for i, row in cnmf_df.iterrows():\n", " if row[\"outputs\"] is not None and row['algo']=='cnmf': # item has already been run\n", " results[i] = cnmf_df.iloc[i].cnmf.get_output()\n", "results" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:41:51.489009Z", "start_time": "2024-10-02T19:41:51.300500Z" } }, "outputs": [], "source": [ "e1 = results[0].estimates\n", "e2 = results[1].estimates" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:41:53.895884Z", "start_time": "2024-10-02T19:41:51.490008Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "source": [ "import numpy as np\n", "from scipy.sparse import csr_matrix, vstack\n", "from caiman.source_extraction.cnmf import estimates\n", "from scipy.sparse import lil_matrix\n", "%load_ext autoreload\n", "%autoreload 2\n", "import lbm_caiman_python as lbm\n", "\n", "res = lbm.collation.combine_z_planes(results)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Total number of Neurons" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:42:10.056630Z", "start_time": "2024-10-02T19:41:53.896884Z" } }, "outputs": [ { "data": { "text/plain": [ "{0: array([ 1, 2, 4, ..., 8919, 8920, 8921]),\n", " 1: array([ 0, 1, 2, ..., 9015, 9017, 9018]),\n", " 2: array([ 0, 1, 2, ..., 8788, 8789, 8791]),\n", " 3: array([ 1, 3, 4, ..., 10061, 10063, 10065]),\n", " 4: array([ 0, 1, 4, ..., 8774, 8775, 8776]),\n", " 5: array([ 0, 1, 3, ..., 8845, 8846, 8848]),\n", " 6: array([ 0, 1, 2, ..., 8814, 8816, 8818]),\n", " 7: array([ 0, 1, 2, ..., 8846, 8847, 8848]),\n", " 8: array([ 0, 1, 3, ..., 8880, 8881, 8882]),\n", " 9: array([ 0, 2, 3, ..., 9042, 9043, 9044]),\n", " 10: array([ 3, 5, 6, ..., 9312, 9313, 9314]),\n", " 11: array([ 1, 7, 9, ..., 9460, 9461, 9462]),\n", " 12: array([ 4, 5, 9, ..., 9752, 9754, 9755]),\n", " 13: array([ 1, 3, 4, ..., 9915, 9917, 9918]),\n", " 14: array([ 0, 1, 3, ..., 10016, 10048, 10051]),\n", " 15: array([ 0, 1, 2, ..., 10127, 10128, 10129]),\n", " 16: array([ 0, 1, 2, ..., 10024, 10025, 10026]),\n", " 17: array([ 0, 1, 2, ..., 9151, 9152, 9154]),\n", " 18: array([ 0, 1, 2, ..., 9234, 9235, 9236]),\n", " 19: array([ 0, 1, 2, ..., 9453, 9456, 9457]),\n", " 20: array([ 0, 5, 8, ..., 9821, 9822, 9823]),\n", " 21: array([ 0, 4, 7, ..., 9972, 9973, 9974]),\n", " 22: array([ 0, 6, 22, ..., 10088, 10090, 10091]),\n", " 23: array([ 0, 2, 5, ..., 10213, 10214, 10215]),\n", " 24: array([ 1, 31, 48, ..., 10341, 10344, 10345]),\n", " 25: array([ 6, 9, 36, ..., 10460, 10472, 10475]),\n", " 26: array([ 16, 32, 45, ..., 10406, 10408, 10412]),\n", " 27: array([ 2, 18, 27, ..., 10316, 10317, 10324])}" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "comps = {}\n", "for i, row in cnmf_df.iterrows():\n", " if row[\"outputs\"] is not None and row['algo']=='cnmf': # item has already been run\n", " comps[i] = cnmf_df.iloc[i].cnmf.get_good_components()\n", "comps" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:42:10.231722Z", "start_time": "2024-10-02T19:42:10.058631Z" } }, "outputs": [ { "data": { "text/plain": [ "73973" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "num_components = [len(c) for c in comps.values()]\n", "sum(num_components)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T16:52:27.720246Z", "start_time": "2024-10-02T16:52:27.551724Z" }, "execution": { "iopub.execute_input": "2024-10-02T16:57:18.932643Z", "iopub.status.busy": "2024-10-02T16:57:18.932643Z", "iopub.status.idle": "2024-10-02T16:57:19.114642Z", "shell.execute_reply": "2024-10-02T16:57:19.114642Z", "shell.execute_reply.started": "2024-10-02T16:57:18.932643Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fb006983b98c455e8805689b8c0baef8", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(Text(value='C:\\\\Users\\\\RBO\\\\caiman_data\\\\animal_01\\\\session_01', continuous_update=False…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from ipywidgets import Tab, interact_manual\n", "@interact_manual(parent_path=str(parent_path), batch_path=str(cnmf_batch_path))\n", "def start_widget(parent_path, batch_path):\n", " mc.set_parent_raw_data_path(parent_path)\n", "\n", " df = mc.load_batch(batch_path)\n", "\n", " tab = Tab()\n", "\n", " # mcorr_container = df.mcorr.viz()\n", " cnmf_container = df.cnmf.viz(start_index=1)\n", "\n", " tab.children = [cnmf_container.show()]\n", " tab.titles = [\"cnmf\"]\n", " display(tab)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Combine results of different z_planes" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:42:10.455723Z", "start_time": "2024-10-02T19:42:10.232746Z" } }, "outputs": [ { "data": { "text/html": [ "
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algoitem_nameinput_movie_pathparamsoutputsadded_timeran_timealgo_durationcommentsuuid
0cnmfcnmf_1tiff\\extracted_plane_1.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': faeb27e8-40b9-4e5a-ad...2024-10-01T16:34:442024-10-01T16:54:16946.94 secNonefaeb27e8-40b9-4e5a-ad8c-b9cc73c03635
1cnmfcnmf_1tiff\\extracted_plane_2.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 89b676c7-9480-47d7-b1...2024-10-01T16:34:442024-10-01T17:10:06949.6 secNone89b676c7-9480-47d7-b190-e4bbc2a5decc
2cnmfcnmf_1tiff\\extracted_plane_3.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': f03ead24-ab13-48e7-87...2024-10-01T16:34:442024-10-01T17:28:571131.04 secNonef03ead24-ab13-48e7-87c0-27d5940a7c91
3cnmfcnmf_1tiff\\extracted_plane_4.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 585a0fc2-40d4-45f2-ba...2024-10-01T16:34:442024-10-01T17:51:181340.32 secNone585a0fc2-40d4-45f2-badf-ba13d5cc77a6
4cnmfcnmf_1tiff\\extracted_plane_5.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 544c2a52-0b90-4b74-ba...2024-10-01T16:34:442024-10-01T18:08:221024.35 secNone544c2a52-0b90-4b74-baae-b2ca913c7c2a
5cnmfcnmf_1tiff\\extracted_plane_6.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': d6c3f33c-2b90-4c6d-a4...2024-10-01T16:34:442024-10-01T18:24:00937.73 secNoned6c3f33c-2b90-4c6d-a4ad-f237dae5f73b
6cnmfcnmf_1tiff\\extracted_plane_7.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': ca269a68-06d0-4f96-b5...2024-10-01T16:34:442024-10-01T18:39:39939.58 secNoneca269a68-06d0-4f96-b508-87160fdf37ab
7cnmfcnmf_1tiff\\extracted_plane_8.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': a9cb2077-073a-4552-96...2024-10-01T16:34:442024-10-01T18:55:09929.57 secNonea9cb2077-073a-4552-9669-e53ba0c96803
8cnmfcnmf_1tiff\\extracted_plane_9.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': c0205f69-ccb6-4304-9c...2024-10-01T16:34:442024-10-01T19:10:49940.35 secNonec0205f69-ccb6-4304-9cee-18af09d11663
9cnmfcnmf_1tiff\\extracted_plane_10.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 1fac642d-6cef-4a68-94...2024-10-01T16:34:442024-10-01T19:28:151045.02 secNone1fac642d-6cef-4a68-9415-737213b4462d
10cnmfcnmf_1tiff\\extracted_plane_11.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 97569a0f-b5c4-41b5-92...2024-10-01T16:34:442024-10-01T19:45:461051.62 secNone97569a0f-b5c4-41b5-9268-b4ddeda9d740
11cnmfcnmf_1tiff\\extracted_plane_12.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': c2d0864d-1313-4ded-8b...2024-10-01T16:34:442024-10-01T20:01:40953.4 secNonec2d0864d-1313-4ded-8b7f-4a7f02947b2d
12cnmfcnmf_1tiff\\extracted_plane_13.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 8301c084-fe7c-4e84-b8...2024-10-01T16:34:442024-10-01T20:17:40960.7 secNone8301c084-fe7c-4e84-b8d7-db6fcc8893ed
13cnmfcnmf_1tiff\\extracted_plane_14.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 1eabd9f9-1a57-4c08-a8...2024-10-01T16:34:442024-10-01T20:33:51970.13 secNone1eabd9f9-1a57-4c08-a830-9276371c00a9
14cnmfcnmf_1tiff\\extracted_plane_15.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 25be7a5b-dd16-42cd-bd...2024-10-01T16:34:442024-10-01T20:52:061095.19 secNone25be7a5b-dd16-42cd-bd4a-1312b4c6e791
15cnmfcnmf_1tiff\\extracted_plane_16.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': f87dc096-6bb2-40dd-8d...2024-10-01T16:34:442024-10-01T21:08:23977.02 secNonef87dc096-6bb2-40dd-8dff-20f1362423b0
16cnmfcnmf_1tiff\\extracted_plane_17.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 0e6f8223-3002-4430-a9...2024-10-01T16:34:442024-10-01T21:28:211197.8 secNone0e6f8223-3002-4430-a987-d83a6d7c7bd8
17cnmfcnmf_1tiff\\extracted_plane_18.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 52ab80e3-880f-4ae5-bd...2024-10-01T16:34:442024-10-01T21:46:451104.12 secNone52ab80e3-880f-4ae5-bd38-711c0138ebe2
18cnmfcnmf_1tiff\\extracted_plane_19.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 65c8dfa4-2a65-4618-82...2024-10-01T16:34:442024-10-01T22:05:321126.88 secNone65c8dfa4-2a65-4618-8240-7f08fccce4ad
19cnmfcnmf_1tiff\\extracted_plane_20.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 473b088b-1b8e-4ecb-97...2024-10-01T16:34:442024-10-01T22:23:001048.28 secNone473b088b-1b8e-4ecb-97e2-75eb299851b2
20cnmfcnmf_1tiff\\extracted_plane_21.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 60d2fc66-20a9-4f00-b6...2024-10-01T16:34:442024-10-01T22:41:101090.04 secNone60d2fc66-20a9-4f00-b6f7-b9e80440efe7
21cnmfcnmf_1tiff\\extracted_plane_22.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 8926526d-cc18-47e2-b5...2024-10-01T16:34:442024-10-01T23:01:261215.23 secNone8926526d-cc18-47e2-b599-1496b2c9f03e
22cnmfcnmf_1tiff\\extracted_plane_23.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': f2b1c811-e02a-4058-a1...2024-10-01T16:34:442024-10-01T23:20:001114.08 secNonef2b1c811-e02a-4058-a15b-861ee1128793
23cnmfcnmf_1tiff\\extracted_plane_24.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 5c9bd42e-fb07-43f0-a1...2024-10-01T16:34:442024-10-01T23:38:351114.86 secNone5c9bd42e-fb07-43f0-a18d-0b9e516db4ec
24cnmfcnmf_1tiff\\extracted_plane_25.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 84004c56-81c1-474b-ab...2024-10-01T16:34:442024-10-01T23:57:281132.94 secNone84004c56-81c1-474b-ab38-327fbf79bf8c
25cnmfcnmf_1tiff\\extracted_plane_26.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 23521021-6791-4d41-85...2024-10-01T16:34:442024-10-02T00:14:281019.75 secNone23521021-6791-4d41-855d-779eefce6840
26cnmfcnmf_1tiff\\extracted_plane_27.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 07907a0b-b138-41e3-99...2024-10-01T16:34:442024-10-02T00:34:071179.51 secNone07907a0b-b138-41e3-99a7-f7153738a640
27cnmfcnmf_1tiff\\extracted_plane_28.tif{'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca...{'mean-projection-path': 8b7cbfb4-7c62-4780-a9...2024-10-01T16:34:442024-10-02T00:49:55947.96 secNone8b7cbfb4-7c62-4780-a90c-5275cbe1f318
\n", "
" ], "text/plain": [ " algo item_name input_movie_path \\\n", "0 cnmf cnmf_1 tiff\\extracted_plane_1.tif \n", "1 cnmf cnmf_1 tiff\\extracted_plane_2.tif \n", "2 cnmf cnmf_1 tiff\\extracted_plane_3.tif \n", "3 cnmf cnmf_1 tiff\\extracted_plane_4.tif \n", "4 cnmf cnmf_1 tiff\\extracted_plane_5.tif \n", "5 cnmf cnmf_1 tiff\\extracted_plane_6.tif \n", "6 cnmf cnmf_1 tiff\\extracted_plane_7.tif \n", "7 cnmf cnmf_1 tiff\\extracted_plane_8.tif \n", "8 cnmf cnmf_1 tiff\\extracted_plane_9.tif \n", "9 cnmf cnmf_1 tiff\\extracted_plane_10.tif \n", "10 cnmf cnmf_1 tiff\\extracted_plane_11.tif \n", "11 cnmf cnmf_1 tiff\\extracted_plane_12.tif \n", "12 cnmf cnmf_1 tiff\\extracted_plane_13.tif \n", "13 cnmf cnmf_1 tiff\\extracted_plane_14.tif \n", "14 cnmf cnmf_1 tiff\\extracted_plane_15.tif \n", "15 cnmf cnmf_1 tiff\\extracted_plane_16.tif \n", "16 cnmf cnmf_1 tiff\\extracted_plane_17.tif \n", "17 cnmf cnmf_1 tiff\\extracted_plane_18.tif \n", "18 cnmf cnmf_1 tiff\\extracted_plane_19.tif \n", "19 cnmf cnmf_1 tiff\\extracted_plane_20.tif \n", "20 cnmf cnmf_1 tiff\\extracted_plane_21.tif \n", "21 cnmf cnmf_1 tiff\\extracted_plane_22.tif \n", "22 cnmf cnmf_1 tiff\\extracted_plane_23.tif \n", "23 cnmf cnmf_1 tiff\\extracted_plane_24.tif \n", "24 cnmf cnmf_1 tiff\\extracted_plane_25.tif \n", "25 cnmf cnmf_1 tiff\\extracted_plane_26.tif \n", "26 cnmf cnmf_1 tiff\\extracted_plane_27.tif \n", "27 cnmf cnmf_1 tiff\\extracted_plane_28.tif \n", "\n", " params \\\n", "0 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "1 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "2 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "3 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "4 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "5 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "6 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "7 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "8 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "9 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "10 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "11 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "12 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "13 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "14 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "15 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "16 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "17 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "18 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "19 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "20 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "21 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "22 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "23 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "24 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "25 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "26 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "27 {'main': {'fr': 9.62, 'dxy': (1.0, 1.0), 'deca... \n", "\n", " outputs added_time \\\n", "0 {'mean-projection-path': faeb27e8-40b9-4e5a-ad... 2024-10-01T16:34:44 \n", "1 {'mean-projection-path': 89b676c7-9480-47d7-b1... 2024-10-01T16:34:44 \n", "2 {'mean-projection-path': f03ead24-ab13-48e7-87... 2024-10-01T16:34:44 \n", "3 {'mean-projection-path': 585a0fc2-40d4-45f2-ba... 2024-10-01T16:34:44 \n", "4 {'mean-projection-path': 544c2a52-0b90-4b74-ba... 2024-10-01T16:34:44 \n", "5 {'mean-projection-path': d6c3f33c-2b90-4c6d-a4... 2024-10-01T16:34:44 \n", "6 {'mean-projection-path': ca269a68-06d0-4f96-b5... 2024-10-01T16:34:44 \n", "7 {'mean-projection-path': a9cb2077-073a-4552-96... 2024-10-01T16:34:44 \n", "8 {'mean-projection-path': c0205f69-ccb6-4304-9c... 2024-10-01T16:34:44 \n", "9 {'mean-projection-path': 1fac642d-6cef-4a68-94... 2024-10-01T16:34:44 \n", "10 {'mean-projection-path': 97569a0f-b5c4-41b5-92... 2024-10-01T16:34:44 \n", "11 {'mean-projection-path': c2d0864d-1313-4ded-8b... 2024-10-01T16:34:44 \n", "12 {'mean-projection-path': 8301c084-fe7c-4e84-b8... 2024-10-01T16:34:44 \n", "13 {'mean-projection-path': 1eabd9f9-1a57-4c08-a8... 2024-10-01T16:34:44 \n", "14 {'mean-projection-path': 25be7a5b-dd16-42cd-bd... 2024-10-01T16:34:44 \n", "15 {'mean-projection-path': f87dc096-6bb2-40dd-8d... 2024-10-01T16:34:44 \n", "16 {'mean-projection-path': 0e6f8223-3002-4430-a9... 2024-10-01T16:34:44 \n", "17 {'mean-projection-path': 52ab80e3-880f-4ae5-bd... 2024-10-01T16:34:44 \n", "18 {'mean-projection-path': 65c8dfa4-2a65-4618-82... 2024-10-01T16:34:44 \n", "19 {'mean-projection-path': 473b088b-1b8e-4ecb-97... 2024-10-01T16:34:44 \n", "20 {'mean-projection-path': 60d2fc66-20a9-4f00-b6... 2024-10-01T16:34:44 \n", "21 {'mean-projection-path': 8926526d-cc18-47e2-b5... 2024-10-01T16:34:44 \n", "22 {'mean-projection-path': f2b1c811-e02a-4058-a1... 2024-10-01T16:34:44 \n", "23 {'mean-projection-path': 5c9bd42e-fb07-43f0-a1... 2024-10-01T16:34:44 \n", "24 {'mean-projection-path': 84004c56-81c1-474b-ab... 2024-10-01T16:34:44 \n", "25 {'mean-projection-path': 23521021-6791-4d41-85... 2024-10-01T16:34:44 \n", "26 {'mean-projection-path': 07907a0b-b138-41e3-99... 2024-10-01T16:34:44 \n", "27 {'mean-projection-path': 8b7cbfb4-7c62-4780-a9... 2024-10-01T16:34:44 \n", "\n", " ran_time algo_duration comments \\\n", "0 2024-10-01T16:54:16 946.94 sec None \n", "1 2024-10-01T17:10:06 949.6 sec None \n", "2 2024-10-01T17:28:57 1131.04 sec None \n", "3 2024-10-01T17:51:18 1340.32 sec None \n", "4 2024-10-01T18:08:22 1024.35 sec None \n", "5 2024-10-01T18:24:00 937.73 sec None \n", "6 2024-10-01T18:39:39 939.58 sec None \n", "7 2024-10-01T18:55:09 929.57 sec None \n", "8 2024-10-01T19:10:49 940.35 sec None \n", "9 2024-10-01T19:28:15 1045.02 sec None \n", "10 2024-10-01T19:45:46 1051.62 sec None \n", "11 2024-10-01T20:01:40 953.4 sec None \n", "12 2024-10-01T20:17:40 960.7 sec None \n", "13 2024-10-01T20:33:51 970.13 sec None \n", "14 2024-10-01T20:52:06 1095.19 sec None \n", "15 2024-10-01T21:08:23 977.02 sec None \n", "16 2024-10-01T21:28:21 1197.8 sec None \n", "17 2024-10-01T21:46:45 1104.12 sec None \n", "18 2024-10-01T22:05:32 1126.88 sec None \n", "19 2024-10-01T22:23:00 1048.28 sec None \n", "20 2024-10-01T22:41:10 1090.04 sec None \n", "21 2024-10-01T23:01:26 1215.23 sec None \n", "22 2024-10-01T23:20:00 1114.08 sec None \n", "23 2024-10-01T23:38:35 1114.86 sec None \n", "24 2024-10-01T23:57:28 1132.94 sec None \n", "25 2024-10-02T00:14:28 1019.75 sec None \n", "26 2024-10-02T00:34:07 1179.51 sec None \n", "27 2024-10-02T00:49:55 947.96 sec None \n", "\n", " uuid \n", "0 faeb27e8-40b9-4e5a-ad8c-b9cc73c03635 \n", "1 89b676c7-9480-47d7-b190-e4bbc2a5decc \n", "2 f03ead24-ab13-48e7-87c0-27d5940a7c91 \n", "3 585a0fc2-40d4-45f2-badf-ba13d5cc77a6 \n", "4 544c2a52-0b90-4b74-baae-b2ca913c7c2a \n", "5 d6c3f33c-2b90-4c6d-a4ad-f237dae5f73b \n", "6 ca269a68-06d0-4f96-b508-87160fdf37ab \n", "7 a9cb2077-073a-4552-9669-e53ba0c96803 \n", "8 c0205f69-ccb6-4304-9cee-18af09d11663 \n", "9 1fac642d-6cef-4a68-9415-737213b4462d \n", "10 97569a0f-b5c4-41b5-9268-b4ddeda9d740 \n", "11 c2d0864d-1313-4ded-8b7f-4a7f02947b2d \n", "12 8301c084-fe7c-4e84-b8d7-db6fcc8893ed \n", "13 1eabd9f9-1a57-4c08-a830-9276371c00a9 \n", "14 25be7a5b-dd16-42cd-bd4a-1312b4c6e791 \n", "15 f87dc096-6bb2-40dd-8dff-20f1362423b0 \n", "16 0e6f8223-3002-4430-a987-d83a6d7c7bd8 \n", "17 52ab80e3-880f-4ae5-bd38-711c0138ebe2 \n", "18 65c8dfa4-2a65-4618-8240-7f08fccce4ad \n", "19 473b088b-1b8e-4ecb-97e2-75eb299851b2 \n", "20 60d2fc66-20a9-4f00-b6f7-b9e80440efe7 \n", "21 8926526d-cc18-47e2-b599-1496b2c9f03e \n", "22 f2b1c811-e02a-4058-a15b-861ee1128793 \n", "23 5c9bd42e-fb07-43f0-a18d-0b9e516db4ec \n", "24 84004c56-81c1-474b-ab38-327fbf79bf8c \n", "25 23521021-6791-4d41-855d-779eefce6840 \n", "26 07907a0b-b138-41e3-99a7-f7153738a640 \n", "27 8b7cbfb4-7c62-4780-a90c-5275cbe1f318 " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_rows = cnmf_df.iloc[cnmf_df[cnmf_df['algo']=='cnmf'].index].copy()\n", "df_rows" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:42:10.691231Z", "start_time": "2024-10-02T19:42:10.457722Z" } }, "outputs": [ { "data": { "text/plain": [ "(28, 583, 536)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import dask.array as da\n", "projs = da.stack([da.from_array(row.caiman.get_projection('mean')) for i, row in df_rows.iterrows() if row[\"outputs\"] is not None and row['algo']=='cnmf'])\n", "projs.shape" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:42:10.877231Z", "start_time": "2024-10-02T19:42:10.693233Z" } }, "outputs": [], "source": [ "# sort first index according to chan_order\n", "projs = projs[chan_order]" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:39:13.701996Z", "start_time": "2024-10-02T19:39:13.175997Z" } }, "outputs": [ { "ename": "ValueError", "evalue": "dask.array.histogram requires either specifying bins as an iterable or specifying both a range and the number of bins", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", "Cell \u001b[1;32mIn[61], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mfastplotlib\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mfpl\u001b[39;00m\n\u001b[1;32m----> 3\u001b[0m widget \u001b[38;5;241m=\u001b[39m \u001b[43mfpl\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mImageWidget\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprojs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 4\u001b[0m widget\u001b[38;5;241m.\u001b[39mshow()\n", "File \u001b[1;32m~\\anaconda3\\envs\\mescore\\lib\\site-packages\\fastplotlib\\widgets\\image.py:577\u001b[0m, in \u001b[0;36mImageWidget.__init__\u001b[1;34m(self, data, dims_order, slider_dims, window_funcs, frame_apply, grid_shape, names, grid_plot_kwargs, histogram_widget, **kwargs)\u001b[0m\n\u001b[0;32m 574\u001b[0m subplot\u001b[38;5;241m.\u001b[39mset_title(name)\n\u001b[0;32m 576\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m histogram_widget:\n\u001b[1;32m--> 577\u001b[0m hlut \u001b[38;5;241m=\u001b[39m \u001b[43mHistogramLUT\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 578\u001b[0m \u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43md\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 579\u001b[0m \u001b[43m \u001b[49m\u001b[43mimage_graphic\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mig\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 580\u001b[0m \u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mhistogram_lut\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\n\u001b[0;32m 581\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 583\u001b[0m subplot\u001b[38;5;241m.\u001b[39mdocks[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mright\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39madd_graphic(hlut)\n\u001b[0;32m 584\u001b[0m subplot\u001b[38;5;241m.\u001b[39mdocks[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mright\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39msize \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m80\u001b[39m\n", "File \u001b[1;32m~\\anaconda3\\envs\\mescore\\lib\\site-packages\\fastplotlib\\widgets\\histogram_lut.py:44\u001b[0m, in \u001b[0;36mHistogramLUT.__init__\u001b[1;34m(self, data, image_graphic, nbins, flank_divisor, **kwargs)\u001b[0m\n\u001b[0;32m 40\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data \u001b[38;5;241m=\u001b[39m weakref\u001b[38;5;241m.\u001b[39mproxy(data)\n\u001b[0;32m 42\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_scale_factor: \u001b[38;5;28mfloat\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1.0\u001b[39m\n\u001b[1;32m---> 44\u001b[0m hist, edges, hist_scaled, edges_flanked \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_calculate_histogram\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 46\u001b[0m line_data \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mcolumn_stack([hist_scaled, edges_flanked])\n\u001b[0;32m 48\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mline \u001b[38;5;241m=\u001b[39m LineGraphic(line_data)\n", "File \u001b[1;32m~\\anaconda3\\envs\\mescore\\lib\\site-packages\\fastplotlib\\widgets\\histogram_lut.py:146\u001b[0m, in \u001b[0;36mHistogramLUT._calculate_histogram\u001b[1;34m(self, data)\u001b[0m\n\u001b[0;32m 142\u001b[0m ss2 \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmax\u001b[39m(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;28mint\u001b[39m(data\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m2\u001b[39m] \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m100\u001b[39m))\n\u001b[0;32m 144\u001b[0m data_ss \u001b[38;5;241m=\u001b[39m data[::ss0, ::ss1, ::ss2]\n\u001b[1;32m--> 146\u001b[0m hist, edges \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mhistogram\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdata_ss\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbins\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_nbins\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 148\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 149\u001b[0m \u001b[38;5;66;03m# allow max of 1000 x 1000\u001b[39;00m\n\u001b[0;32m 150\u001b[0m \u001b[38;5;66;03m# this takes ~4ms on a 8 core Ryzen laptop\u001b[39;00m\n\u001b[0;32m 151\u001b[0m ss0 \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmax\u001b[39m(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;28mint\u001b[39m(data\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m1_000\u001b[39m))\n", "File \u001b[1;32m~\\anaconda3\\envs\\mescore\\lib\\site-packages\\dask\\array\\core.py:1756\u001b[0m, in \u001b[0;36mArray.__array_function__\u001b[1;34m(self, func, types, args, kwargs)\u001b[0m\n\u001b[0;32m 1753\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m has_keyword(da_func, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlike\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m 1754\u001b[0m kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlike\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\n\u001b[1;32m-> 1756\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m da_func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", "File \u001b[1;32m~\\anaconda3\\envs\\mescore\\lib\\site-packages\\dask\\array\\routines.py:962\u001b[0m, in \u001b[0;36mhistogram\u001b[1;34m(a, bins, range, normed, weights, density)\u001b[0m\n\u001b[0;32m 959\u001b[0m scalar_bins \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mndim(bins) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[0;32m 961\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m bins \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m (scalar_bins \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mrange\u001b[39m \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m--> 962\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m 963\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdask.array.histogram requires either specifying \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 964\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbins as an iterable or specifying both a range and \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 965\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mthe number of bins\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 966\u001b[0m )\n\u001b[0;32m 968\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m weights \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m weights\u001b[38;5;241m.\u001b[39mchunks \u001b[38;5;241m!=\u001b[39m a\u001b[38;5;241m.\u001b[39mchunks:\n\u001b[0;32m 969\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInput array and weights must have the same chunked structure\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", "\u001b[1;31mValueError\u001b[0m: dask.array.histogram requires either specifying bins as an iterable or specifying both a range and the number of bins" ] } ], "source": [ "import fastplotlib as fpl\n", "\n", "widget = fpl.ImageWidget(projs)\n", "widget.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "widget.close()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T18:49:20.442704Z", "start_time": "2024-10-02T18:49:19.212687Z" } }, "outputs": [ { "data": { "text/plain": [ "Viewer(camera=Camera(center=(0.0, 291.0, 267.5), zoom=1.0244402985074625, angles=(0.0, 0.0, 90.0), perspective=0.0, mouse_pan=True, mouse_zoom=True), cursor=Cursor(position=(13.0, 1.0, 0.0), scaled=True, style=, size=1.0), dims=Dims(ndim=3, ndisplay=2, order=(0, 1, 2), axis_labels=('0', '1', '2'), rollable=(True, True, True), range=(RangeTuple(start=0.0, stop=27.0, step=1.0), RangeTuple(start=0.0, stop=582.0, step=1.0), RangeTuple(start=0.0, stop=535.0, step=1.0)), margin_left=(0.0, 0.0, 0.0), margin_right=(0.0, 0.0, 0.0), point=(13.0, 291.0, 267.0), last_used=0), grid=GridCanvas(stride=1, shape=(-1, -1), enabled=False), layers=[], help='use <2> for transform', status='Ready', tooltip=Tooltip(visible=False, text=''), theme='dark', title='napari', mouse_over_canvas=False, mouse_move_callbacks=[], mouse_drag_callbacks=[], mouse_double_click_callbacks=[], mouse_wheel_callbacks=[], _persisted_mouse_event={}, _mouse_drag_gen={}, _mouse_wheel_gen={}, _keymap={})" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import napari\n", "napari.view_image(projs, name = 'z-stack')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## z-stack alignment" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Align each plane to the reference plane" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:42:11.098230Z", "start_time": "2024-10-02T19:42:10.878231Z" } }, "outputs": [], "source": [ "reference_image = projs.mean(axis=0).compute()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Align each plane to the reference plane" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T18:59:38.072424Z", "start_time": "2024-10-02T18:59:37.613423Z" } }, "outputs": [], "source": [ "from skimage.registration import phase_cross_correlation\n", "from scipy.ndimage import shift\n", "import dask\n", "from dask import delayed\n", "import napari\n", "\n", "def compute_shift_and_align(image, template):\n", " shift_estimate, error, diffphase = phase_cross_correlation(template, image)\n", " print(f\"Shift estimate: {shift_estimate}\")\n", " return shift(image, shift=(-shift_estimate[0], -shift_estimate[1]), mode='constant', cval=0)\n", "\n", "compute_shift_and_align_delayed = delayed(compute_shift_and_align)\n", "\n", "aligned_images = [\n", " compute_shift_and_align_delayed(projs[i].compute(), reference_image)\n", " for i in range(projs.shape[0])\n", "]\n", "\n", "aligned_images = dask.compute(*aligned_images)\n", "aligned_stack = np.stack(aligned_images, axis=0)\n", "aligned_stack = da.from_array(aligned_stack)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:01:47.875287Z", "start_time": "2024-10-02T19:01:46.862604Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Shift estimate between planes: [ 0. 18.]\n", "Shift estimate between planes: [0. 0.]\n", "Shift estimate between planes: [ 0. 16.]\n", "Shift estimate between planes: [ 0. -1.]\n", "Shift estimate between planes: [ 0. 16.]\n", "Shift estimate between planes: [0. 9.]\n", "Shift estimate between planes: [ 0. -22.]\n", "Shift estimate between planes: [ 0. 48.]\n", "Shift estimate between planes: [ 0. -36.]\n", "Shift estimate between planes: [ 0. 48.]\n", "Shift estimate between planes: [ 0. -36.]\n", "Shift estimate between planes: [ 0. 48.]\n", "Shift estimate between planes: [ 0. -36.]\n", "Shift estimate between planes: [ 0. 48.]\n", "Shift estimate between planes: [ 5. -266.]\n", "Shift estimate between planes: [ -5. -250.]\n", "Shift estimate between planes: [ 5. 250.]\n", "Shift estimate between planes: [ -5. -234.]\n", "Shift estimate between planes: [ 5. 249.]\n", "Shift estimate between planes: [230. -35.]\n", "Shift estimate between planes: [-230. 48.]\n", "Shift estimate between planes: [230. -35.]\n", "Shift estimate between planes: [-230. 48.]\n", "Shift estimate between planes: [230. -35.]\n", "Shift estimate between planes: [-230. 47.]\n", "Shift estimate between planes: [230. -35.]\n", "Shift estimate between planes: [-230. 47.]\n" ] } ], "source": [ "def compute_shift_and_align_pair(image1, image2):\n", " shift_estimate, error, diffphase = phase_cross_correlation(image1, image2)\n", " print(f\"Shift estimate between planes: {shift_estimate}\")\n", " # Align image2 to image1\n", " aligned_image = shift(image2, shift=(-shift_estimate[0], -shift_estimate[1]), mode='constant', cval=0)\n", " return aligned_image, shift_estimate\n", "\n", "aligned_images = []\n", "shift_estimates = []\n", "\n", "# Use the first image as the starting point\n", "aligned_images.append(projs[0].compute())\n", "\n", "for i in range(1, projs.shape[0]):\n", " image1 = aligned_images[-1]\n", " image2 = projs[i].compute()\n", " aligned_image, shift_estimate = compute_shift_and_align_pair(image1, image2)\n", " aligned_images.append(aligned_image)\n", " shift_estimates.append(shift_estimate)\n", "\n", "aligned_stack = np.stack(aligned_images, axis=0)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:55:58.957349Z", "start_time": "2024-10-02T19:55:52.434135Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Optimizing level 2 [max iter: 10000]\n", "Optimizing level 1 [max iter: 1000]\n", "Optimizing level 0 [max iter: 100]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def visualize_transform(image_1, image_2):\n", " from dipy.align.transforms import AffineTransform2D\n", " from dipy.align.imaffine import AffineRegistration\n", " import matplotlib.pyplot as plt\n", " \n", " affreg = AffineRegistration()\n", " transform = AffineTransform2D()\n", " affine = affreg.optimize(image_1, image_2, transform, params0=None)\n", " \n", " image_2_xform = affine.transform(image_2)\n", "\n", " fig, axes = plt.subplots(1, 3, figsize=(8, 4))\n", " ax = axes.ravel()\n", "\n", " ax[0].imshow(image_1)\n", " ax[1].imshow(image_2)\n", "\n", " stereo = np.zeros((image_1.shape[0], image_1.shape[1], 3), dtype=np.uint8)\n", " stereo[..., 0] = image_1\n", " stereo[..., 1] = image_2_xform\n", " ax[2].imshow(stereo)\n", " fig.tight_layout()\n", " return image_2_xform\n", "\n", "tranformed = visualize_transform(projs[0].compute(), projs[1].compute())\n", "data = np.stack([projs[0].compute(), tranformed], axis=0)\n", "viewer = napari.view_image(data, name='Aligned Z-Planes')" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:47:43.817510Z", "start_time": "2024-10-02T19:47:43.275508Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [] }, { "cell_type": "code", "execution_count": 40, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:02:03.801138Z", "start_time": "2024-10-02T19:02:03.533138Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "shift_estimates = np.array(shift_estimates)\n", "plt.figure()\n", "plt.plot(shift_estimates[:, 1], label='Shift X')\n", "plt.plot(shift_estimates[:, 0], label='Shift Y')\n", "plt.legend()\n", "plt.title('Shift Estimates Between Consecutive Planes')\n", "plt.xlabel('Z-plane Index')\n", "plt.ylabel('Shift (pixels)')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:02:58.331967Z", "start_time": "2024-10-02T19:02:56.951782Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "viewer = napari.view_image(projs, name = 'z-stack')\n", "viewer.add_image(aligned_stack, name = 'aligned z-stack')\n" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "ExecuteTime": { "end_time": "2024-10-02T19:16:37.073909Z", "start_time": "2024-10-02T19:16:35.769145Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Horizontal shift estimate between planes: 18.00 pixels\n" ] } ], "source": [ "import numpy as np\n", "from skimage.registration import phase_cross_correlation\n", "from scipy.ndimage import shift\n", "import napari\n", "import matplotlib.pyplot as plt\n", "\n", "def compute_horizontal_shift_and_align_pair(image1, image2):\n", " \"\"\"\n", " Compute the horizontal shift between two images and align image2 to image1.\n", " \n", " Parameters:\n", " image1 (ndarray): The reference image (previous z-plane).\n", " image2 (ndarray): The image to align (current z-plane).\n", " \n", " Returns:\n", " aligned_image (ndarray): The aligned image.\n", " x_shift (float): The estimated horizontal shift.\n", " \"\"\"\n", " # Compute the shift using phase cross-correlation\n", " shift_estimate, error, diffphase = phase_cross_correlation(image1, image2)\n", "\n", " # Only take the shift along x-axis (horizontal shift)\n", " x_shift = shift_estimate[1]\n", " print(f\"Horizontal shift estimate between planes: {x_shift:.2f} pixels\")\n", "\n", " aligned_image = shift(image2, shift=(0, -x_shift), mode='constant', cval=0)\n", " return aligned_image, x_shift\n", "\n", "# Compute the first image and add it to the aligned_images list\n", "first_image = projs[0].compute()\n", "second_image = projs[1].compute()\n", "\n", "# Align the second image to the first image using only horizontal shifts\n", "aligned_image, x_shift = compute_horizontal_shift_and_align_pair(first_image, second_image)\n", "\n", "data = np.stack([first_image, aligned_image], axis=0)\n", "viewer = napari.view_image(data, name='Aligned Z-Planes')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "\n", "# Initialize lists to store aligned images and shift estimates\n", "\n", "# Iterate through each pair of z-planes\n", "for i in range(1, projs.shape[0]):\n", " # Get the previous aligned image\n", " image1 = aligned_images[-1]\n", "\n", " # Compute the current image\n", " image2 = projs[i].compute()\n", "\n", " # Align image2 to image1 using only horizontal shifts\n", " aligned_image, x_shift = compute_horizontal_shift_and_align_pair(image1, image2)\n", "\n", " # Append the aligned image and shift estimate to the lists\n", " aligned_images.append(aligned_image)\n", " shift_estimates.append(x_shift)\n", "\n", "# Stack the aligned images into a 3D array\n", "aligned_stack = np.stack(aligned_images, axis=0)\n", "\n", "# Visualize the horizontal shift estimates\n", "plt.figure(figsize=(10, 5))\n", "plt.plot(range(1, len(shift_estimates) + 1), shift_estimates, marker='o')\n", "plt.title('Horizontal Shift Estimates Between Consecutive Z-Planes')\n", "plt.xlabel('Z-plane Index')\n", "plt.ylabel('Horizontal Shift (pixels)')\n", "plt.grid(True)\n", "plt.show()\n", "\n", "# Visualize the original and aligned stacks using napari\n", "viewer = napari.view_image(projs.compute(), name='Original Z-Stack')\n", "viewer.add_image(aligned_stack, name='Aligned Z-Stack')\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.8" } }, "nbformat": 4, "nbformat_minor": 4 }