{ "cells": [ { "cell_type": "markdown", "id": "dbb6bb2d-6a7e-4578-bc24-d93aa638c7e3", "metadata": {}, "source": [ "# Registration\n", "\n", "Correct for rigid/non-rigid movement\n", "\n", "- Perfom motion-correction (rigid or piecewise-rigid) to eliminate movement in your movie.\n", "- Run a grid-search across multiple sets of parameters.\n", "- Use quality metrics to evaluate registration quality." ] }, { "cell_type": "code", "execution_count": 1, "id": "8aa5aa21-1f82-4d37-b2ad-1c0239d1d38f", "metadata": { "ExecuteTime": { "end_time": "2024-12-02T14:33:22.445987Z", "start_time": "2024-12-02T14:33:14.855877Z" }, "execution": { "iopub.execute_input": "2024-12-17T02:13:27.955138Z", "iopub.status.busy": "2024-12-17T02:13:27.955138Z", "iopub.status.idle": "2024-12-17T02:13:33.126963Z", "shell.execute_reply": "2024-12-17T02:13:33.126963Z", "shell.execute_reply.started": "2024-12-17T02:13:27.955138Z" }, "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WGPU: enumerate_adapters() is deprecated, use enumerate_adapters_sync() instead.\n", "WGPU: request_adapter() is deprecated, use request_adapter_sync() instead.\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "783ec57b7b6c41ada750fed89e2ba2b7", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Image(value=b'\\x89PNG\\r\\n\\x1a\\n\\x00\\x00\\x00\\rIHDR\\x00\\x00\\x01,\\x00\\x00\\x007\\x08\\x06\\x00\\x00\\x00\\xb6\\x1bw\\x99\\x…" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "Available devices:
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❗ limited | Microsoft Basic Render Driver | CPU | D3D12 | |
✅ | NVIDIA RTX A4000 | DiscreteGPU | D3D12 | |
❌ | NVIDIA RTX A4000/PCIe/SSE2 | Unknown | OpenGL | 4.6.0 NVIDIA 560.94 |
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7 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (4, 4), 'strides': (29, 29), 'overlaps': (8, 8), 'max_dev... | \n", "{'mean-projection-path': 5ac3e070-4ad5-49c3-a193-e4713c85545f\\5ac3e070-4ad5-49c3-a193-e4713c85545f_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:42:41 | \n", "82.49 sec | \n", "None | \n", "5ac3e070-4ad5-49c3-a193-e4713c85545f | \n", "
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2 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (14, 14), 'overlaps': (4, 4), 'max_dev... | \n", "{'mean-projection-path': 83086c5a-1cd5-4142-a5db-1cf20bc7f1c3\\83086c5a-1cd5-4142-a5db-1cf20bc7f1c3_mean_projection.n... | \n", "2024-12-12T14:30:04 | \n", "2024-12-12T14:34:38 | \n", "118.42 sec | \n", "None | \n", "83086c5a-1cd5-4142-a5db-1cf20bc7f1c3 | \n", "
3 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (14, 14), 'overlaps': (4, 4), 'max_dev... | \n", "{'mean-projection-path': a3bf191f-9660-455e-a5fe-116a20112fce\\a3bf191f-9660-455e-a5fe-116a20112fce_mean_projection.n... | \n", "2024-12-12T14:30:05 | \n", "2024-12-12T14:36:35 | \n", "117.24 sec | \n", "None | \n", "a3bf191f-9660-455e-a5fe-116a20112fce | \n", "
4 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (14, 14), 'overlaps': (4, 4), 'max_dev... | \n", "{'mean-projection-path': 575da23d-0907-4490-8680-53bf4241fdb9\\575da23d-0907-4490-8680-53bf4241fdb9_mean_projection.n... | \n", "2024-12-12T14:30:05 | \n", "2024-12-12T14:38:33 | \n", "117.94 sec | \n", "None | \n", "575da23d-0907-4490-8680-53bf4241fdb9 | \n", "
5 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (4, 4), 'strides': (29, 29), 'overlaps': (8, 8), 'max_dev... | \n", "{'mean-projection-path': 09dd05e8-3fe8-493f-90c6-f3bedfb5f311\\09dd05e8-3fe8-493f-90c6-f3bedfb5f311_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:39:55 | \n", "82.13 sec | \n", "None | \n", "09dd05e8-3fe8-493f-90c6-f3bedfb5f311 | \n", "
6 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (4, 4), 'strides': (29, 29), 'overlaps': (8, 8), 'max_dev... | \n", "{'mean-projection-path': 2a1a33ec-02f0-459d-a1a3-0d35ad5afd12\\2a1a33ec-02f0-459d-a1a3-0d35ad5afd12_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:41:18 | \n", "82.63 sec | \n", "None | \n", "2a1a33ec-02f0-459d-a1a3-0d35ad5afd12 | \n", "
7 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (4, 4), 'strides': (29, 29), 'overlaps': (8, 8), 'max_dev... | \n", "{'mean-projection-path': 5ac3e070-4ad5-49c3-a193-e4713c85545f\\5ac3e070-4ad5-49c3-a193-e4713c85545f_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:42:41 | \n", "82.49 sec | \n", "None | \n", "5ac3e070-4ad5-49c3-a193-e4713c85545f | \n", "
8 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (4, 4), 'strides': (29, 29), 'overlaps': (8, 8), 'max_dev... | \n", "{'mean-projection-path': 5f2b4ebe-8b58-4285-b1f3-bc2500a388de\\5f2b4ebe-8b58-4285-b1f3-bc2500a388de_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:44:04 | \n", "83.89 sec | \n", "None | \n", "5f2b4ebe-8b58-4285-b1f3-bc2500a388de | \n", "
9 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (9, 9), 'strides': (58, 58), 'overlaps': (17, 17), 'max_d... | \n", "{'mean-projection-path': 13624f38-d24a-4245-9bc5-6796426b303c\\13624f38-d24a-4245-9bc5-6796426b303c_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:45:17 | \n", "72.16 sec | \n", "None | \n", "13624f38-d24a-4245-9bc5-6796426b303c | \n", "
10 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (9, 9), 'strides': (58, 58), 'overlaps': (17, 17), 'max_d... | \n", "{'mean-projection-path': f7f4c603-670b-4d3a-804d-3699da309992\\f7f4c603-670b-4d3a-804d-3699da309992_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:46:29 | \n", "72.53 sec | \n", "None | \n", "f7f4c603-670b-4d3a-804d-3699da309992 | \n", "
11 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (9, 9), 'strides': (58, 58), 'overlaps': (17, 17), 'max_d... | \n", "{'mean-projection-path': 91f848b6-3da0-40e7-819e-10fb68d721a7\\91f848b6-3da0-40e7-819e-10fb68d721a7_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:47:42 | \n", "73.05 sec | \n", "None | \n", "91f848b6-3da0-40e7-819e-10fb68d721a7 | \n", "
12 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (9, 9), 'strides': (58, 58), 'overlaps': (17, 17), 'max_d... | \n", "{'mean-projection-path': 62454fc0-e3ee-4ab4-b535-bf616dab4d8f\\62454fc0-e3ee-4ab4-b535-bf616dab4d8f_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:48:57 | \n", "74.39 sec | \n", "None | \n", "62454fc0-e3ee-4ab4-b535-bf616dab4d8f | \n", "
\n", " | algo | \n", "item_name | \n", "input_movie_path | \n", "params | \n", "outputs | \n", "added_time | \n", "ran_time | \n", "algo_duration | \n", "comments | \n", "uuid | \n", "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (6, 6), 'strides': (44, 44), 'overlaps': (13, 13), 'max_d... | \n", "{'mean-projection-path': d5723ed3-b4df-4df9-90d5-62eafae8033d\\d5723ed3-b4df-4df9-90d5-62eafae8033d_mean_projection.n... | \n", "2024-12-12T14:10:27 | \n", "2024-12-12T14:11:40 | \n", "73.37 sec | \n", "None | \n", "d5723ed3-b4df-4df9-90d5-62eafae8033d | \n", "
1 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (14, 14), 'overlaps': (4, 4), 'max_dev... | \n", "{'mean-projection-path': b6bbd066-bc91-43b7-9844-ac840528b16f\\b6bbd066-bc91-43b7-9844-ac840528b16f_mean_projection.n... | \n", "2024-12-12T14:30:04 | \n", "2024-12-12T14:32:39 | \n", "116.51 sec | \n", "None | \n", "b6bbd066-bc91-43b7-9844-ac840528b16f | \n", "
3 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (14, 14), 'overlaps': (4, 4), 'max_dev... | \n", "{'mean-projection-path': a3bf191f-9660-455e-a5fe-116a20112fce\\a3bf191f-9660-455e-a5fe-116a20112fce_mean_projection.n... | \n", "2024-12-12T14:30:05 | \n", "2024-12-12T14:36:35 | \n", "117.24 sec | \n", "None | \n", "a3bf191f-9660-455e-a5fe-116a20112fce | \n", "
4 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (14, 14), 'overlaps': (4, 4), 'max_dev... | \n", "{'mean-projection-path': 575da23d-0907-4490-8680-53bf4241fdb9\\575da23d-0907-4490-8680-53bf4241fdb9_mean_projection.n... | \n", "2024-12-12T14:30:05 | \n", "2024-12-12T14:38:33 | \n", "117.94 sec | \n", "None | \n", "575da23d-0907-4490-8680-53bf4241fdb9 | \n", "
5 | \n", "mcorr | \n", "mcorr | \n", "plane_10.tif | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (4, 4), 'strides': (29, 29), 'overlaps': (8, 8), 'max_dev... | \n", "{'mean-projection-path': 09dd05e8-3fe8-493f-90c6-f3bedfb5f311\\09dd05e8-3fe8-493f-90c6-f3bedfb5f311_mean_projection.n... | \n", "2024-12-12T14:30:06 | \n", "2024-12-12T14:39:55 | \n", "82.13 sec | \n", "None | \n", "09dd05e8-3fe8-493f-90c6-f3bedfb5f311 | \n", "
\n", " | mean_corr | \n", "mean_norm | \n", "crispness | \n", "uuid | \n", "batch_index | \n", "metric_path | \n", "
---|---|---|---|---|---|---|
0 | \n", "0.915155 | \n", "266.321655 | \n", "22.529648 | \n", "raw_b8a09dda-66aa-4a98-b86b-fcfed29c16a3 | \n", "-1 | \n", "C:\\Users\\RBO\\caiman_data\\out\\plane_10_metrics.npz | \n", "
1 | \n", "0.927072 | \n", "71.192482 | \n", "23.820064 | \n", "d5723ed3-b4df-4df9-90d5-62eafae8033d | \n", "0 | \n", "C:\\Users\\RBO\\caiman_data\\out\\d5723ed3-b4df-4df9-90d5-62eafae8033d\\d5723ed3-b4df-4df9-90d5-62eafae8033d-plane_10_els_... | \n", "
2 | \n", "0.935468 | \n", "268.513214 | \n", "22.374401 | \n", "b6bbd066-bc91-43b7-9844-ac840528b16f | \n", "1 | \n", "C:\\Users\\RBO\\caiman_data\\out\\b6bbd066-bc91-43b7-9844-ac840528b16f\\b6bbd066-bc91-43b7-9844-ac840528b16f-plane_10_els_... | \n", "
3 | \n", "0.927206 | \n", "82.862724 | \n", "23.653557 | \n", "a3bf191f-9660-455e-a5fe-116a20112fce | \n", "3 | \n", "C:\\Users\\RBO\\caiman_data\\out\\a3bf191f-9660-455e-a5fe-116a20112fce\\a3bf191f-9660-455e-a5fe-116a20112fce-plane_10_els_... | \n", "
4 | \n", "0.927685 | \n", "108.530457 | \n", "23.656135 | \n", "575da23d-0907-4490-8680-53bf4241fdb9 | \n", "4 | \n", "C:\\Users\\RBO\\caiman_data\\out\\575da23d-0907-4490-8680-53bf4241fdb9\\575da23d-0907-4490-8680-53bf4241fdb9-plane_10_els_... | \n", "
5 | \n", "0.935468 | \n", "268.513214 | \n", "22.374401 | \n", "09dd05e8-3fe8-493f-90c6-f3bedfb5f311 | \n", "5 | \n", "C:\\Users\\RBO\\caiman_data\\out\\09dd05e8-3fe8-493f-90c6-f3bedfb5f311\\09dd05e8-3fe8-493f-90c6-f3bedfb5f311-plane_10_els_... | \n", "
6 | \n", "0.924670 | \n", "100.884270 | \n", "23.591421 | \n", "5ac3e070-4ad5-49c3-a193-e4713c85545f | \n", "7 | \n", "C:\\Users\\RBO\\caiman_data\\out\\5ac3e070-4ad5-49c3-a193-e4713c85545f\\5ac3e070-4ad5-49c3-a193-e4713c85545f-plane_10_els_... | \n", "
7 | \n", "0.926741 | \n", "84.620918 | \n", "23.724305 | \n", "5f2b4ebe-8b58-4285-b1f3-bc2500a388de | \n", "8 | \n", "C:\\Users\\RBO\\caiman_data\\out\\5f2b4ebe-8b58-4285-b1f3-bc2500a388de\\5f2b4ebe-8b58-4285-b1f3-bc2500a388de-plane_10_els_... | \n", "
8 | \n", "0.935468 | \n", "268.513214 | \n", "22.374401 | \n", "13624f38-d24a-4245-9bc5-6796426b303c | \n", "9 | \n", "C:\\Users\\RBO\\caiman_data\\out\\13624f38-d24a-4245-9bc5-6796426b303c\\13624f38-d24a-4245-9bc5-6796426b303c-plane_10_els_... | \n", "
9 | \n", "0.924065 | \n", "115.779175 | \n", "23.681639 | \n", "91f848b6-3da0-40e7-819e-10fb68d721a7 | \n", "11 | \n", "C:\\Users\\RBO\\caiman_data\\out\\91f848b6-3da0-40e7-819e-10fb68d721a7\\91f848b6-3da0-40e7-819e-10fb68d721a7-plane_10_els_... | \n", "
10 | \n", "0.926802 | \n", "79.633995 | \n", "23.805491 | \n", "62454fc0-e3ee-4ab4-b535-bf616dab4d8f | \n", "12 | \n", "C:\\Users\\RBO\\caiman_data\\out\\62454fc0-e3ee-4ab4-b535-bf616dab4d8f\\62454fc0-e3ee-4ab4-b535-bf616dab4d8f-plane_10_els_... | \n", "
\n", " | mean_corr | \n", "mean_norm | \n", "crispness | \n", "gSig_filt | \n", "strides | \n", "max_shifts | \n", "overlaps | \n", "batch_index | \n", "uuid | \n", "metric_path | \n", "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "0.915155 | \n", "266.321655 | \n", "22.529648 | \n", "None | \n", "None | \n", "None | \n", "None | \n", "-1 | \n", "raw_b8a09dda-66aa-4a98-b86b-fcfed29c16a3 | \n", "C:\\Users\\RBO\\caiman_data\\out\\plane_10_metrics.npz | \n", "
1 | \n", "0.927072 | \n", "71.192482 | \n", "23.820064 | \n", "(3, 3) | \n", "(44, 44) | \n", "(6, 6) | \n", "(13, 13) | \n", "0 | \n", "d5723ed3-b4df-4df9-90d5-62eafae8033d | \n", "C:\\Users\\RBO\\caiman_data\\out\\d5723ed3-b4df-4df9-90d5-62eafae8033d\\d5723ed3-b4df-4df9-90d5-62eafae8033d-plane_10_els_... | \n", "
2 | \n", "0.935468 | \n", "268.513214 | \n", "22.374401 | \n", "(0, 0) | \n", "(14, 14) | \n", "(2, 2) | \n", "(4, 4) | \n", "1 | \n", "b6bbd066-bc91-43b7-9844-ac840528b16f | \n", "C:\\Users\\RBO\\caiman_data\\out\\b6bbd066-bc91-43b7-9844-ac840528b16f\\b6bbd066-bc91-43b7-9844-ac840528b16f-plane_10_els_... | \n", "
3 | \n", "0.927206 | \n", "82.862724 | \n", "23.653557 | \n", "(4, 4) | \n", "(14, 14) | \n", "(2, 2) | \n", "(4, 4) | \n", "3 | \n", "a3bf191f-9660-455e-a5fe-116a20112fce | \n", "C:\\Users\\RBO\\caiman_data\\out\\a3bf191f-9660-455e-a5fe-116a20112fce\\a3bf191f-9660-455e-a5fe-116a20112fce-plane_10_els_... | \n", "
4 | \n", "0.927685 | \n", "108.530457 | \n", "23.656135 | \n", "(0, 0) | \n", "(29, 29) | \n", "(4, 4) | \n", "(8, 8) | \n", "4 | \n", "575da23d-0907-4490-8680-53bf4241fdb9 | \n", "C:\\Users\\RBO\\caiman_data\\out\\575da23d-0907-4490-8680-53bf4241fdb9\\575da23d-0907-4490-8680-53bf4241fdb9-plane_10_els_... | \n", "
5 | \n", "0.935468 | \n", "268.513214 | \n", "22.374401 | \n", "(2, 2) | \n", "(29, 29) | \n", "(4, 4) | \n", "(8, 8) | \n", "5 | \n", "09dd05e8-3fe8-493f-90c6-f3bedfb5f311 | \n", "C:\\Users\\RBO\\caiman_data\\out\\09dd05e8-3fe8-493f-90c6-f3bedfb5f311\\09dd05e8-3fe8-493f-90c6-f3bedfb5f311-plane_10_els_... | \n", "
6 | \n", "0.924670 | \n", "100.884270 | \n", "23.591421 | \n", "(0, 0) | \n", "(58, 58) | \n", "(9, 9) | \n", "(17, 17) | \n", "7 | \n", "5ac3e070-4ad5-49c3-a193-e4713c85545f | \n", "C:\\Users\\RBO\\caiman_data\\out\\5ac3e070-4ad5-49c3-a193-e4713c85545f\\5ac3e070-4ad5-49c3-a193-e4713c85545f-plane_10_els_... | \n", "
7 | \n", "0.926741 | \n", "84.620918 | \n", "23.724305 | \n", "(2, 2) | \n", "(58, 58) | \n", "(9, 9) | \n", "(17, 17) | \n", "8 | \n", "5f2b4ebe-8b58-4285-b1f3-bc2500a388de | \n", "C:\\Users\\RBO\\caiman_data\\out\\5f2b4ebe-8b58-4285-b1f3-bc2500a388de\\5f2b4ebe-8b58-4285-b1f3-bc2500a388de-plane_10_els_... | \n", "
8 | \n", "0.935468 | \n", "268.513214 | \n", "22.374401 | \n", "(4, 4) | \n", "(58, 58) | \n", "(9, 9) | \n", "(17, 17) | \n", "9 | \n", "13624f38-d24a-4245-9bc5-6796426b303c | \n", "C:\\Users\\RBO\\caiman_data\\out\\13624f38-d24a-4245-9bc5-6796426b303c\\13624f38-d24a-4245-9bc5-6796426b303c-plane_10_els_... | \n", "
9 | \n", "0.924065 | \n", "115.779175 | \n", "23.681639 | \n", "None | \n", "None | \n", "None | \n", "None | \n", "11 | \n", "91f848b6-3da0-40e7-819e-10fb68d721a7 | \n", "C:\\Users\\RBO\\caiman_data\\out\\91f848b6-3da0-40e7-819e-10fb68d721a7\\91f848b6-3da0-40e7-819e-10fb68d721a7-plane_10_els_... | \n", "
10 | \n", "0.926802 | \n", "79.633995 | \n", "23.805491 | \n", "None | \n", "None | \n", "None | \n", "None | \n", "12 | \n", "62454fc0-e3ee-4ab4-b535-bf616dab4d8f | \n", "C:\\Users\\RBO\\caiman_data\\out\\62454fc0-e3ee-4ab4-b535-bf616dab4d8f\\62454fc0-e3ee-4ab4-b535-bf616dab4d8f-plane_10_els_... | \n", "
\n", " | algo | \n", "item_name | \n", "input_movie_path | \n", "params | \n", "outputs | \n", "added_time | \n", "ran_time | \n", "algo_duration | \n", "comments | \n", "uuid | \n", "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "mcorr | \n", "mcorr | \n", "plane_1.tiff | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (12, 12), 'overlaps': (6, 6), 'max_dev... | \n", "{'mean-projection-path': a8f0f15d-d2a7-4ab8-92d1-9dc05ebcbc89/a8f0f15d-d2a7-4ab8-92d1-9dc05ebcbc89_mean_projection.n... | \n", "2024-12-01T18:10:05 | \n", "2024-12-01T18:13:10 | \n", "170.19 sec | \n", "None | \n", "a8f0f15d-d2a7-4ab8-92d1-9dc05ebcbc89 | \n", "
1 | \n", "mcorr | \n", "plane_0 | \n", "plane_21.tiff | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (12, 12), 'overlaps': (6, 6), 'max_dev... | \n", "None | \n", "2024-12-01T18:48:52 | \n", "None | \n", "None | \n", "None | \n", "2918ff63-f204-4334-8837-ea172af89e39 | \n", "
2 | \n", "mcorr | \n", "plane_2 | \n", "plane_16.tiff | \n", "{'main': {'dxy': (1.04, 1.0), 'fr': 9.60806, 'max_shifts': (2, 2), 'strides': (12, 12), 'overlaps': (6, 6), 'max_dev... | \n", "None | \n", "2024-12-01T18:48:52 | \n", "None | \n", "None | \n", "None | \n", "245bb955-feb9-4245-86bf-dd6ec1c79e95 | \n", "