2026-05-12T13:54:37 Running all scenarios... 2026-05-12T13:54:37 Setup file saved as tfforest.cfg in results directory. 2026-05-12T13:54:37 Scenario: 2026-05-12T13:54:37 Camera network proxy for the camera found. Using proxy. 2026-05-12T13:54:37 Analyzing tfforest Camera images: 2026-05-12T13:54:37 Establishing connection(s)... 2026-05-12T13:54:37 Looking for images... 2026-05-12T13:54:37 Crawling through 1017 paths... 2026-05-12T13:54:39 76 possible files found. 2026-05-12T13:54:40 49 possible files found. 2026-05-12T13:54:41 49 possible files found. 2026-05-12T13:54:42 103 possible files found. 2026-05-12T13:54:42 103 possible files found. 2026-05-12T13:54:42 103 possible files found. 2026-05-12T13:54:42 103 possible files found. 2026-05-12T13:54:42 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 2026-05-12T13:54:43 103 possible files found. 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possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:11 47 possible files found. 2026-05-12T13:55:12 47 possible files found. 2026-05-12T13:55:12 67 possible files found. 2026-05-12T13:55:12 99 possible files found. 2026-05-12T13:55:12 47 possible files found. 2026-05-12T13:55:12 43 possible files found. 2026-05-12T13:55:12 43 possible files found. 2026-05-12T13:55:12 43 possible files found. 2026-05-12T13:55:12 43 possible files found. 2026-05-12T13:55:12 43 possible files found. 2026-05-12T13:55:12 43 possible 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2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:52 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:53 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:54 98 possible files found. 2026-05-12T13:55:57 Listing images between dates 2023-08-01 - 2099-12-31 between times of the day 05:15:00 - 18:45:59... 2026-05-12T13:55:57 20301 images found. 2026-05-12T13:55:57 Running analysis 1: Plug-in: ml_ann_3_dense_reg_1... 2026-05-12T13:55:58 Reading results of image that are already processed... 2026-05-12T13:56:13 19951 images are already processed. 350 images will be processed. Results of 0 images which do not fit the temporal selection will be deleted. 2026-05-12T13:56:13 Checking existing images... 2026-05-12T13:56:13 350 images to be downloaded. 2026-05-12T13:56:13 Downloading/updating images... 2026-05-12T13:56:54 350 images were downloaded. 2026-05-12T13:56:54 Producing polygonic image mask... 2026-05-12T13:56:54 No polygonic masking selected. 2026-05-12T13:56:54 Number of unmasked pixels: 1244160 2026-05-12T13:56:54 Number of images:350 2026-05-12T13:56:54 Testing plugin for batch processing. 2026-05-12T13:56:54 Test list file saved at /FMIprot/srcrun/master_report/src/tmp/90b70d45-ab06-464d-9160-ae2afe1632ba/batch_list.csv 2026-05-12T13:56:54 Submitting image and mask list to the plugin. There may be no logging until the plugin ends running. 2026-05-12T13:56:59 Plugin output: Loading the model 2026-05-12T13:56:59 Plugin output: Reading batch list file 2026-05-12T13:56:59 Plugin output: 1 images to process 2026-05-12T13:56:59 Plugin output: Limiting number of images to 5000 since the plugin crashes. More images will be processed in the next run. 2026-05-12T13:56:59 Plugin output: Processing images and saving results 2026-05-12T13:56:59 Plugin output: Results saved at /FMIprot/srcrun/master_report/src/tmp/90b70d45-ab06-464d-9160-ae2afe1632ba/batch_results.csv 2026-05-12T13:56:59 2026-05-12T13:56:59 Results should be saved at /FMIprot/srcrun/master_report/src/tmp/90b70d45-ab06-464d-9160-ae2afe1632ba/batch_results.csv 2026-05-12T13:56:59 Test successful. Plugin supports batch processing. 2026-05-12T13:56:59 Creating image and mask list to submit to the plugin. 2026-05-12T13:56:59 List file saved at /FMIprot/srcrun/master_report/src/tmp/90b70d45-ab06-464d-9160-ae2afe1632ba/batch_list.csv 2026-05-12T13:56:59 Submitting image and mask list to the plugin. There may be no logging until the plugin ends running. 2026-05-12T13:58:01 Plugin output: Loading the model 2026-05-12T13:58:01 Plugin output: Reading batch list file 2026-05-12T13:58:01 Plugin output: 350 images to process 2026-05-12T13:58:01 Plugin output: Limiting number of images to 5000 since the plugin crashes. More images will be processed in the next run. 2026-05-12T13:58:01 Plugin output: Processing images and saving results 2026-05-12T13:58:01 Plugin output: Results saved at /FMIprot/srcrun/master_report/src/tmp/90b70d45-ab06-464d-9160-ae2afe1632ba/batch_results.csv 2026-05-12T13:58:02 2026-05-12T13:58:02 Results should be saved at /FMIprot/srcrun/master_report/src/tmp/90b70d45-ab06-464d-9160-ae2afe1632ba/batch_results.csv 2026-05-12T13:58:02 Parsing results... 2026-05-12T13:58:02 Merging results... 2026-05-12T13:58:02 Storing results... 2026-05-12T13:58:02 Results are stored in /var/www/html/data/operational/phenocam_ml_p3_2023_/tfforest/S001A001R000.tsv, /var/www/html/data/operational/phenocam_ml_p3_2023_/tfforest/S001A001R000.tsvx. 2026-05-12T13:58:02 Results are stored in /var/www/html/data/operational/phenocam_ml_p3_2023_/tfforest/S001A001R000.csv. 2026-05-12T13:58:02 Running analysis 2: Plug-in: ml_cnn_large_kernel_1... 2026-05-12T13:58:02 Reading results of image that are already processed... 2026-05-12T13:58:17 19951 images are already processed. 350 images will be processed. Results of 0 images which do not fit the temporal selection will be deleted. 2026-05-12T13:58:17 Checking existing images... 2026-05-12T13:58:17 0 images to be downloaded. 2026-05-12T13:58:17 Producing polygonic image mask... 2026-05-12T13:58:17 No polygonic masking selected. 2026-05-12T13:58:17 Number of unmasked pixels: 1244160 2026-05-12T13:58:17 Number of images:350 2026-05-12T13:58:17 Testing plugin for batch processing. 2026-05-12T13:58:17 Test list file saved at /FMIprot/srcrun/master_report/src/tmp/3cfa1257-1503-49f5-ad1e-ba60d351943b/batch_list.csv 2026-05-12T13:58:17 Submitting image and mask list to the plugin. There may be no logging until the plugin ends running. 2026-05-12T13:58:21 Plugin output: Loading the model 2026-05-12T13:58:21 Plugin output: Reading batch list file 2026-05-12T13:58:21 Plugin output: 1 images to process 2026-05-12T13:58:21 Plugin output: Limiting number of images to 5000 since the plugin crashes. More images will be processed in the next run. 2026-05-12T13:58:21 Plugin output: Processing images and saving results 2026-05-12T13:58:21 Plugin output: Results saved at /FMIprot/srcrun/master_report/src/tmp/3cfa1257-1503-49f5-ad1e-ba60d351943b/batch_results.csv 2026-05-12T13:58:22 2026-05-12T13:58:22 Results should be saved at /FMIprot/srcrun/master_report/src/tmp/3cfa1257-1503-49f5-ad1e-ba60d351943b/batch_results.csv 2026-05-12T13:58:22 Test successful. Plugin supports batch processing. 2026-05-12T13:58:22 Creating image and mask list to submit to the plugin. 2026-05-12T13:58:22 List file saved at /FMIprot/srcrun/master_report/src/tmp/3cfa1257-1503-49f5-ad1e-ba60d351943b/batch_list.csv 2026-05-12T13:58:22 Submitting image and mask list to the plugin. There may be no logging until the plugin ends running. 2026-05-12T13:59:18 Plugin output: Loading the model 2026-05-12T13:59:18 Plugin output: Reading batch list file 2026-05-12T13:59:18 Plugin output: 350 images to process 2026-05-12T13:59:18 Plugin output: Limiting number of images to 5000 since the plugin crashes. More images will be processed in the next run. 2026-05-12T13:59:18 Plugin output: Processing images and saving results 2026-05-12T13:59:18 Plugin output: Results saved at /FMIprot/srcrun/master_report/src/tmp/3cfa1257-1503-49f5-ad1e-ba60d351943b/batch_results.csv 2026-05-12T13:59:19 2026-05-12T13:59:19 Results should be saved at /FMIprot/srcrun/master_report/src/tmp/3cfa1257-1503-49f5-ad1e-ba60d351943b/batch_results.csv 2026-05-12T13:59:19 Parsing results... 2026-05-12T13:59:19 Merging results... 2026-05-12T13:59:19 Storing results... 2026-05-12T13:59:19 Results are stored in /var/www/html/data/operational/phenocam_ml_p3_2023_/tfforest/S001A002R000.tsv, /var/www/html/data/operational/phenocam_ml_p3_2023_/tfforest/S001A002R000.tsvx. 2026-05-12T13:59:19 Results are stored in /var/www/html/data/operational/phenocam_ml_p3_2023_/tfforest/S001A002R000.csv. 2026-05-12T13:59:19 Scenario: 2026-05-12T13:59:19 Removing (350) downloaded images to save space. 2026-05-12T13:59:19 Camera network proxy for the camera found. Using proxy. 2026-05-12T13:59:19 Checking preview image for tfforest... 2026-05-12T13:59:19 Updating preview image for camera: PHENOCAM - tfforest 2026-05-12T13:59:19 Looking for the image for the Time of the image to be used as preview image provided by the setup file.... 2026-05-12T13:59:19 Establishing connection(s)... 2026-05-12T13:59:19 Looking for images... 2026-05-12T13:59:19 98 possible files found. 2026-05-12T13:59:19 Listing maximum 1 images between dates 2020-12-05 - 2020-12-05 between times of the day 12:20:00 - 12:20:59... 2026-05-12T13:59:19 Listing maximum 1 images between dates 2020-12-05 - 2020-12-05 between times of the day 12:20:00 - 12:20:59... 2026-05-12T13:59:19 0 images found. 2026-05-12T13:59:19 Checking existing images... 2026-05-12T13:59:19 0 images to be downloaded. 2026-05-12T13:59:19 Can not find the image for the Time of the image to be used as preview image provided by the setup file. It is removed from the setup. 2026-05-12T13:59:19 Looking for a suitable image... 2026-05-12T13:59:19 11.05.2026 2026-05-12T13:59:19 Establishing connection(s)... 2026-05-12T13:59:19 Looking for images... 2026-05-12T13:59:20 49 possible files found. 2026-05-12T13:59:20 0 images found. 2026-05-12T13:59:20 Checking existing images... 2026-05-12T13:59:20 0 images to be downloaded. 2026-05-12T13:59:20 10.05.2026 2026-05-12T13:59:20 Establishing connection(s)... 2026-05-12T13:59:20 Looking for images... 2026-05-12T13:59:22 103 possible files found. 2026-05-12T13:59:22 Listing maximum 1 images between dates 2026-05-10 - 2026-05-10 between times of the day 09:00:00 - 18:59:59... 2026-05-12T13:59:22 Listing maximum 1 images between dates 2026-05-10 - 2026-05-10 between times of the day 09:00:00 - 18:59:59... 2026-05-12T13:59:22 1 images found. 2026-05-12T13:59:22 Checking existing images... 2026-05-12T13:59:22 0 images to be downloaded. 2026-05-12T13:59:22 Preview image downloaded/updated for camera: PHENOCAM - tfforest 2026-05-12T13:59:24 Preparing report... 2026-05-12T13:59:24 Result plots are saved as /var/www/html/data/operational/phenocam_ml_p3_2023_/tfforest/results.html 2026-05-12T13:59:24 Report is saved as /var/www/html/data/operational/phenocam_ml_p3_2023_/tfforest/report.html