Initial upload of files

README.md

@@ -0,0 +1,31 @@
+# segmentation-model-v3.1.3_spines
+
+### Performance Metrics
+
+| Class    |   Precision |   Precision_std |   Recall |   Recall_std |   Mean_IoU |   Mean_IoU_std |
+|:---------|------------:|----------------:|---------:|-------------:|-----------:|---------------:|
+| Junction |       58.4  |           24.4  |    41.46 |        26.47 |       0.32 |           0.19 |
+| process  |       89.12 |            6.08 |    90.48 |         3.94 |       0.59 |           0.08 |
+| soma     |       86.59 |           30.33 |    75.56 |        32.97 |       0.83 |           0.23 |
+| spine    |       33.09 |           13.83 |    33.55 |        13.35 |       0.25 |           0.17 |
+
+
+### Performance Metrics
+
+| Bio object                          |               gt |               pr | pr/gt   |
+|:------------------------------------|-----------------:|-----------------:|:--------|
+| Total_area_of_neuronal_process_um^2 |      1.03571e+06 |      1.45283e+06 | 140.27% |
+| Total_Length_of_neuronal_process_um |  81753.7         |  80158.1         | 98.05%  |
+| Total_Area_of_soma_um^2             | 170835           | 139919           | 81.90%  |
+| Number_of_soma_count                |     50           |     34           | 68.00%  |
+| junctions_count                     |    521           |    280           | 53.74%  |
+| Number_of_spine_count               |    783           |    399           | 50.96%  |
+| Total_area_of_spine_um^2            |  41147           |  16813           | 40.86%  |
+
+
+### Plots
+
+![boxplot_soma.png](./plots/boxplot_soma.png)
+![boxplot_spine.png](./plots/boxplot_spine.png)
+![boxplot_Junction.png](./plots/boxplot_Junction.png)
+![boxplot_process.png](./plots/boxplot_process.png)

bio_objects_summary.csv

@@ -0,0 +1,8 @@
+Bio object,gt,pr,pr/gt
+Total_area_of_neuronal_process_um^2,1035710.00,1452833.00,140.27%
+Total_Length_of_neuronal_process_um,81753.71,80158.07,98.05%
+Total_Area_of_soma_um^2,170835.00,139919.00,81.90%
+Number_of_soma_count,50.00,34.00,68.00%
+junctions_count,521.00,280.00,53.74%
+Number_of_spine_count,783.00,399.00,50.96%
+Total_area_of_spine_um^2,41147.00,16813.00,40.86%

class_metrics_raw.csv

@@ -0,0 +1,31 @@
+image_name,Junction_Precision,Junction_Recall,Junction_Mean_IoU,process_Mean_IoU,process_Recall,process_Precision,soma_Precision,soma_Recall,soma_Mean_IoU,spine_Precision,spine_Recall,spine_Mean_IoU
+2024_09_IDS3C_P3_L73_20xh_PostStain_b5-15,0.0,0.0,0.0,0.39188794088722323,0.8983481575603558,0.6422601744186046,1.0,0.6666666666666666,0.8719873850652227,0.3157894736842105,0.5,0.22234848798740023
+2024_09_IDS3C_P3_L73_20xh_PostStain_b3-06,1.0,1.0,0.31746031746031744,0.5578051836707776,0.8550778354336546,0.9302419354838709,0.0,0.0,0.0,0.4166666666666667,0.20833333333333334,0.307451201335838
+2024_08_5_DF146_1H_20x_1Ch-Scene-28-D9-D0937ea938b-d580,0.42857142857142855,0.07317073170731707,0.49996827335675814,0.5164579671939075,0.7748276216939385,0.8832707648991085,1.0,0.5,0.8968,0.43333333333333335,0.4262295081967213,0.34991625693402856
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08bb08124b-b23b,0.5714285714285714,0.32432432432432434,0.0,0.5918571067307309,0.9009381620094825,0.8409604519774012,1.0,1.0,0.9276261168044213,0.26666666666666666,0.3076923076923077,0.0199260698289353
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D0318cfbe50-c6eb,0.75,0.6,0.4471729015538519,0.6552506373838155,0.9266595289079229,0.9334052305203558,1.0,1.0,0.9324671158164902,0.3333333333333333,0.45,0.3623257117911081
+2024_08_5_DF146_1H_20x_1Ch-Scene-32-E3-E0379e764cd-4c51,0.5714285714285714,0.17391304347826086,0.0225,0.5353629539838687,0.8992569552445135,0.8027767065175472,1.0,0.5,0.9072531491263713,0.3684210526315789,0.1794871794871795,0.36580396899350903
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D037e00f7e9-d933,0.5714285714285714,0.42105263157894735,0.38172856358639984,0.5816948107024443,0.9317673378076062,0.9015151515151515,1.0,0.3333333333333333,0.8954230973922299,0.45454545454545453,0.3448275862068966,0.3455496561224306
+2024_08_5_DF146_1H_20x_1Ch-Scene-14-C5-C05f945ffe5,0.75,0.375,0.4358895348906448,0.6053510169076207,0.9222265701428292,0.9027963991572496,1.0,0.5,0.9573104200763776,0.3783783783783784,0.30434782608695654,0.045284780578898225
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E02cd0b736e-2e16,0.45454545454545453,0.25,0.5152409733631865,0.5309656218402427,0.8919697515304285,0.9037946971539771,0.5,1.0,0.9241306638566913,0.30303030303030304,0.38461538461538464,0.42064372177368436
+2024_08_5_DF146_1H_20x_1Ch-Scene-17-C8-C082b50f619-5c8a,0.35714285714285715,0.15151515151515152,0.41732526053698854,0.5476291565416128,0.9164235890932149,0.8248858447488584,0.6666666666666666,0.5,0.86434458016334,0.36507936507936506,0.41818181818181815,0.3336792213283847
+2024_08_5_DF146_1H_20x_1Ch-Scene-34-E5-E052b957ba6-02c6,0.75,0.42857142857142855,0.683342298726914,0.6650205499091981,0.8717948717948718,0.9457364341085271,1.0,1.0,0.9438040345821326,0.3888888888888889,0.3888888888888889,0.4072408463760434
+2024_08_5_DF146_1H_20x_1Ch-Scene-35-E6-E06cb191e20-a824,0.6666666666666666,0.2857142857142857,0.4997816330833409,0.6470360786413254,0.9256474519632415,0.9270027190964233,1.0,1.0,0.6538461538461539,0.4090909090909091,0.5294117647058824,0.4737784393882387
+2024_08_5_DF146_1H_20x_1Ch-Scene-34-E5-E052e12cbb1-a015,0.29411764705882354,0.08064516129032258,0.0,0.5218758218375691,0.8831659240238653,0.8550745832114653,0.6666666666666666,1.0,0.8386630222438354,0.3939393939393939,0.35135135135135137,0.2892636016359597
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D03deeb443a-aa86,0.5,0.22580645161290322,0.21498162223370024,0.6113517183256859,0.9253902460534438,0.8702828232561997,1.0,1.0,0.849009900990099,0.37037037037037035,0.4166666666666667,0.40471783604363154
+2024_08_5_DF146_1H_20x_1Ch-Scene-25-D6-D06037d7aa4-66fe,0.8333333333333334,0.625,0.35062674141680644,0.591299491603759,0.9001426533523539,0.8960753937516137,1.0,1.0,0.8357120185287914,0.0967741935483871,0.6,0.1341991341991342
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08f0993ce0-7be1,0.42857142857142855,0.42857142857142855,0.4122478545917078,0.597152731855216,0.9210567699323794,0.8929714895563349,1.0,1.0,0.8826492067489298,0.30434782608695654,0.35,0.05807418128694523
+2024_08_5_DF146_1H_20x_1Ch-Scene-30-D11-D1198edd0aa-d23,0.25,0.3,0.3383409785932721,0.5054415208706433,0.8700777312718886,0.8471390552228876,1.0,0.3333333333333333,0.8637840539865034,0.2982456140350877,0.4857142857142857,0.0
+2024_08_06_DF146_8H_20x_1Ch-_20-06,0.6923076923076923,0.4090909090909091,0.440980551067369,0.6470824439419236,0.9593506841964046,0.9399316508937959,1.0,1.0,0.9365079365079365,0.42857142857142855,0.36,0.3895279102485356
+2024_08_5_DF146_1H_20x_1Ch-Scene-35-E6-E06cbc9bf9e-6a92,1.0,1.0,0.43865613804196824,0.4800358637178721,0.8653976886471787,0.9248092989466037,0.0,0.0,0.0,0.75,0.35294117647058826,0.36461282575811643
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E02f51b5179-a12e,0.16666666666666666,0.16666666666666666,0.33962264150943394,0.5923080058698842,0.8824228028503562,0.9386053562405255,1.0,1.0,0.8780334425900111,0.3617021276595745,0.4722222222222222,0.07516548796805517
+2024_08_5_DF146_1H_20x_1Ch-Scene-30-D11-D118cd2d233-504,0.7,0.4666666666666667,0.5074697837937385,0.5458038507569236,0.9154078549848943,0.8802324045952726,1.0,0.5,0.9095927196777562,0.4444444444444444,0.24489795918367346,0.0
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08272af152-154f,0.5714285714285714,0.3076923076923077,0.17,0.5742176021157802,0.8729712183510062,0.8936641559592379,1.0,1.0,0.8743798850876892,0.4107142857142857,0.3898305084745763,0.3476379867955875
+2024_08_5_DF146_1H_20x_1Ch-Scene-12-C3-C03598bc080,0.3333333333333333,0.45454545454545453,0.4144269721553556,0.5659781815312382,0.9012763740557438,0.8620904447489722,1.0,1.0,0.92573402417962,0.16216216216216217,0.21428571428571427,0.0
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E0224bec84e-2ccf,0.42857142857142855,0.15,0.0,0.5285886875343218,0.8618992097421946,0.8921818425640339,0.14285714285714285,0.3333333333333333,0.8082915971062883,0.2916666666666667,0.25925925925925924,0.3745865284218405
+2024_08_5_DF146_1H_20x_1Ch-Scene-23-D4-D04a551247b-4dc8,0.5,0.6666666666666666,0.0,0.6527410792925326,0.9444102248229135,0.9484998453448809,1.0,1.0,0.9252988047808764,0.36363636363636365,0.25,0.04777070063694268
+2024_08_06_DF146_8H_20x_1Ch-_19,0.7,0.6363636363636364,0.3380946971567805,0.6897415570001586,0.9404863481228668,0.9243186582809224,1.0,1.0,0.9232667160128301,0.16666666666666666,0.18181818181818182,0.0
+2024_08_5_DF146_1H_20x_1Ch-Scene-24-D5-D0509286e61-ce88,0.7,0.4375,0.34172478126104,0.6306393151846996,0.9567968845077279,0.9212561518631357,1.0,1.0,0.9321550741163056,0.11764705882352941,0.08695652173913043,0.5185033507073715
+2024_08_5_DF146_1H_20x_1Ch-Scene-32-E3-E03a77df051-7ed4,1.0,1.0,0.5246053697350868,0.7744067287473716,0.9769954688044614,0.9543752128021791,1.0,1.0,0.9051742344244984,0.0,0.0,0.0
+2024_08_5_DF146_1H_20x_1Ch-Scene-23-D4-D0466866c8c-a876,0.8,0.4,0.152317880794702,0.6401736687523943,0.937540663630449,0.9231262011531071,1.0,0.5,0.8746238716148446,0.18518518518518517,0.20833333333333334,0.3276522024037731
+2024_08_5_DF146_1H_20x_1Ch-Scene-25-D6-D062bcb50c3-d8d3,0.75,0.6,0.4530458648105707,0.6984986182729837,0.915144596651446,0.9336180124223602,1.0,1.0,0.893455098934551,0.34782608695652173,0.4,0.3820554958259227

class_metrics_summary.csv

@@ -0,0 +1,5 @@
+Class,Precision,Precision_std,Recall,Recall_std,Mean_IoU,Mean_IoU_std
+Junction,58.4,24.4,41.46,26.47,0.32,0.19
+process,89.12,6.08,90.48,3.94,0.59,0.08
+soma,86.59,30.33,75.56,32.97,0.83,0.23
+spine,33.09,13.83,33.55,13.35,0.25,0.17

gt_bio_objects.csv

@@ -0,0 +1,31 @@
+image_name,type,Number_of_soma_count,Total_Area_of_soma_um^2,Total_Length_of_neuronal_process_um,Total_area_of_neuronal_process_um^2,Number_of_spine_count,Total_length_of_spine_um,Total_area_of_spine_um^2,junctions_count,Number_of_primary_neuronal_process_count,Total_Length_of_primary_neuronal_process_um,Number_of_puncta_psd_count,Total_area_of_puncta_psd_um^2,Number_of_puncta_syn_count,Total_area_of_puncta_syn_um^2,Number_of_puncta_coloc_count,Total_area_of_puncta_coloc_um^2,number_of_puncta_psd_coloc_count,number_of_puncta_syn_coloc_count,mean_dist_coloc_on_process_um,psd_area_on_soma_um^2,syn_area_on_soma_um^2,Mean_intensity_levels_of_psd_a.u,Mean_intensity_levels_of_syn_a.u
+2024_09_IDS3C_P3_L73_20xh_PostStain_b5-15,ground_truth,3,7123.0,1349.7050000000002,16943.0,11,0,502.0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_09_IDS3C_P3_L73_20xh_PostStain_b3-06,ground_truth,2,2816.0,925.4140000000001,10487.0,23,0,697.0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-28-D9-D0937ea938b-d580,ground_truth,2,5249.0,3332.931,36026.0,50,0,3024.0,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08bb08124b-b23b,ground_truth,2,10384.0,3400.159,50665.0,35,0,1956.0,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D0318cfbe50-c6eb,ground_truth,1,5887.0,2562.896,36451.0,19,0,1195.0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-32-E3-E0379e764cd-4c51,ground_truth,1,2447.0,3969.8820000000005,51231.0,33,0,1697.0,46,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D037e00f7e9-d933,ground_truth,3,8000.0,2759.7780000000002,33624.0,27,0,1546.0,19,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-14-C5-C05f945ffe5,ground_truth,2,8972.0,3506.146,43359.0,40,0,2053.0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E02cd0b736e-2e16,ground_truth,1,4529.0,2857.5330000000004,29940.0,23,0,1310.0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-17-C8-C082b50f619-5c8a,ground_truth,4,10724.0,5409.110000000001,67184.0,47,0,2415.0,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-34-E5-E052b957ba6-02c6,ground_truth,1,2733.0,1631.9940000000001,23721.0,14,0,750.0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-35-E6-E06cb191e20-a824,ground_truth,1,4101.0,1642.284,23793.0,11,0,702.0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-34-E5-E052e12cbb1-a015,ground_truth,2,4783.0,4541.6630000000005,51631.0,68,0,3282.0,62,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D03deeb443a-aa86,ground_truth,1,6211.0,3889.2770000000005,57260.0,17,0,958.0,31,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-25-D6-D06037d7aa4-66fe,ground_truth,2,8927.0,2644.873,35169.0,5,0,255.0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08f0993ce0-7be1,ground_truth,1,3774.0,4362.274,53299.0,33,0,1621.0,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-30-D11-D1198edd0aa-d23,ground_truth,3,8590.0,4015.501,48204.0,29,0,1450.0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_06_DF146_8H_20x_1Ch-_20-06,ground_truth,1,3744.0,2556.722,32663.0,23,0,1236.0,22,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-35-E6-E06cbc9bf9e-6a92,ground_truth,1,2994.0,1009.1060000000001,10462.0,13,0,655.0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E02f51b5179-a12e,ground_truth,2,5693.0,2888.0600000000004,33883.0,33,0,2021.0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-30-D11-D118cd2d233-504,ground_truth,2,8689.0,2497.726,30183.0,40,0,2200.0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08272af152-154f,ground_truth,1,3776.0,3170.0060000000003,35710.0,51,0,2552.0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-12-C3-C03598bc080,ground_truth,1,5488.0,2633.554,32988.0,24,0,1151.0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E0224bec84e-2ccf,ground_truth,3,8739.0,2647.617,28592.0,26,0,1377.0,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-23-D4-D04a551247b-4dc8,ground_truth,1,2839.0,2227.442,29897.0,12,0,764.0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_06_DF146_8H_20x_1Ch-_19,ground_truth,1,4017.0,1607.9840000000002,23866.0,11,0,626.0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-24-D5-D0509286e61-ce88,ground_truth,1,4975.0,2818.431,35463.0,23,0,1160.0,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-32-E3-E03a77df051-7ed4,ground_truth,1,4341.0,984.0670000000001,18842.0,6,0,305.0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-23-D4-D0466866c8c-a876,ground_truth,2,6161.0,2108.764,27280.0,24,0,984.0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-25-D6-D062bcb50c3-d8d3,ground_truth,1,4129.0,1802.8080000000002,26894.0,12,0,703.0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0

pr_bio_objects.csv

@@ -0,0 +1,31 @@
+image_name,type,Number_of_soma_count,Total_Area_of_soma_um^2,Total_Length_of_neuronal_process_um,Total_area_of_neuronal_process_um^2,Number_of_spine_count,Total_length_of_spine_um,Total_area_of_spine_um^2,junctions_count,Number_of_primary_neuronal_process_count,Total_Length_of_primary_neuronal_process_um,Number_of_puncta_psd_count,Total_area_of_puncta_psd_um^2,Number_of_puncta_syn_count,Total_area_of_puncta_syn_um^2,Number_of_puncta_coloc_count,Total_area_of_puncta_coloc_um^2,number_of_puncta_psd_coloc_count,number_of_puncta_syn_coloc_count,mean_dist_coloc_on_process_um,psd_area_on_soma_um^2,syn_area_on_soma_um^2,Mean_intensity_levels_of_psd_a.u,Mean_intensity_levels_of_syn_a.u
+2024_09_IDS3C_P3_L73_20xh_PostStain_b5-15,prediction,2,5363.0,2430.498,35424.0,10,0,360.0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_09_IDS3C_P3_L73_20xh_PostStain_b3-06,prediction,0,0.0,882.8820000000001,13134.0,7,0,376.0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-28-D9-D0937ea938b-d580,prediction,1,3641.0,2961.8050000000003,46809.0,23,0,927.0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08bb08124b-b23b,prediction,2,10068.0,3414.222,68936.0,19,0,686.0,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D0318cfbe50-c6eb,prediction,1,6160.0,2532.369,46002.0,12,0,453.0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-32-E3-E0379e764cd-4c51,prediction,0,0.0,4053.231,80497.0,5,0,289.0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D037e00f7e9-d933,prediction,1,3590.0,2737.826,48428.0,12,0,463.0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-14-C5-C05f945ffe5,prediction,1,7222.0,3291.771,61464.0,21,0,804.0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E02cd0b736e-2e16,prediction,2,10526.0,2786.1890000000003,42738.0,16,0,817.0,11,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-17-C8-C082b50f619-5c8a,prediction,2,5888.0,5199.537,104137.0,24,0,1214.0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-34-E5-E052b957ba6-02c6,prediction,1,2663.0,1533.21,28539.0,6,0,300.0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-35-E6-E06cb191e20-a824,prediction,1,2779.0,1626.506,31582.0,10,0,515.0,3,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-34-E5-E052e12cbb1-a015,prediction,2,5693.0,4243.253000000001,75680.0,25,0,837.0,17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-22-D3-D03deeb443a-aa86,prediction,1,7235.0,3631.3410000000003,80401.0,11,0,482.0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-25-D6-D06037d7aa4-66fe,prediction,2,7755.0,2539.572,47464.0,18,0,825.0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08f0993ce0-7be1,prediction,1,3702.0,4243.939,74708.0,18,0,878.0,21,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-30-D11-D1198edd0aa-d23,prediction,1,3565.0,3815.8750000000005,72004.0,25,0,1099.0,12,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_06_DF146_8H_20x_1Ch-_20-06,prediction,1,3576.0,2564.954,45272.0,8,0,387.0,13,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-35-E6-E06cbc9bf9e-6a92,prediction,0,0.0,999.5020000000001,14299.0,3,0,79.0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E02f51b5179-a12e,prediction,2,6119.0,2728.565,44242.0,21,0,767.0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-30-D11-D118cd2d233-504,prediction,1,6400.0,2460.6820000000002,43439.0,15,0,521.0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-27-D8-D08272af152-154f,prediction,1,3708.0,3054.4150000000004,50003.0,20,0,923.0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-12-C3-C03598bc080,prediction,1,5662.0,2516.934,46393.0,19,0,938.0,15,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-31-E2-E0224bec84e-2ccf,prediction,1,3592.0,2493.953,40997.0,5,0,154.0,7,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-23-D4-D04a551247b-4dc8,prediction,1,2960.0,2198.2870000000003,39533.0,3,0,67.0,8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_06_DF146_8H_20x_1Ch-_19,prediction,1,3778.0,1581.23,29420.0,7,0,200.0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-24-D5-D0509286e61-ce88,prediction,1,5192.0,2782.0730000000003,49115.0,3,0,145.0,10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-32-E3-E03a77df051-7ed4,prediction,1,4680.0,1015.2800000000001,22507.0,6,0,142.0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-23-D4-D0466866c8c-a876,prediction,1,3823.0,2091.271,36941.0,16,0,484.0,5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2024_08_5_DF146_1H_20x_1Ch-Scene-25-D6-D062bcb50c3-d8d3,prediction,1,4579.0,1746.8990000000001,32725.0,11,0,681.0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0