champ7/CellPose_Results_cells · Datasets at Hugging Face

Experiment_Info dict	Multiclass_Metrics dict	Mean_IoU float64 0 0
{ "Epochs": 10, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 1722.78 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.0009957908562208651, "Precision": 0.9974566473988439, "Recall": 0.0009957933846449307, "F1_Score": 0.0019896004864697714 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_...	0.000382
{ "Epochs": 100, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 4547.62 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.00011471574500144029, "Precision": 0.6893203883495146, "Recall": 0.00011472167644147671, "F1_Score": 0.0002294051736174819 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Clas...	0.000053
{ "Epochs": 150, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 5554.38 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.00006301493938793796, "Precision": 0.7690140845070422, "Recall": 0.00006301613212982524, "F1_Score": 0.00012602193751112212 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cla...	0.000074
{ "Epochs": 200, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 6559.88 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.000022159299045972927, "Precision": 0.6906474820143885, "Recall": 0.000022159518990707776, "F1_Score": 0.000044317616044638915 }, "Fed": { "Class_ID": 2, "IoU": 0.00003580469839017194, "Precision": 0.08224299065420561, "Recall": 0.000...	0.000022
{ "Epochs": 25, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 2616.05 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.000027465108925698802, "Precision": 0.17894736842105263, "Recall": 0.000027468570415564845, "F1_Score": 0.000054928709228415485 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { ...	0.000071
{ "Epochs": 250, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 7567.45 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.00001569502172375654, "Precision": 0.1588785046728972, "Recall": 0.000015696325951751342, "F1_Score": 0.00003138955078783157 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cl...	0.000006
{ "Epochs": 5, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 861.76 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.003450501771704825, "Precision": 0.734648799882197, "Recall": 0.003454807507645034, "F1_Score": 0.006877273499016794 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_ID":...	0.001665
{ "Epochs": 50, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 3542.25 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.00010109881485875595, "Precision": 0.7192118226600985, "Recall": 0.00010110280539510423, "F1_Score": 0.00020217718984322726 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cla...	0.000034
{ "Epochs": 5, "Train_Dataset_Size": 25, "Cumulative_Training_Time_Seconds": 2087.13 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.000056989353561489906, "Precision": 0.08455506307534948, "Recall": 0.00005702453779657646, "F1_Score": 0.0001139722119202985 }, "Fed": { "Class_ID": 2, "IoU": 0.0057424163101069264, "Precision": 0.7029021976178493, "Recall": 0.0057563...	0.002019
{ "Epochs": 10, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 783.41 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.00010324855135036942, "Precision": 0.025010969723562967, "Recall": 0.00010366579395137373, "F1_Score": 0.0002064757843751132 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cl...	0.000034
{ "Epochs": 100, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 2084.75 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.00003689094542919887, "Precision": 0.3397129186602871, "Recall": 0.000036893590829812206, "F1_Score": 0.00007377916907509759 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cl...	0.000012
{ "Epochs": 150, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 2551.94 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_ID": 3, "IoU": 0.00016049857877916974, "Precision": 0.532722513089005...	0.000053
{ "Epochs": 200, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 3019.61 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0.00013440795230935102, "Precision": 0.7296587926509186, "Recall": 0.00013441464597454728, "F1_Score": 0.0002687797784790545 }, "Unfed": { "Clas...	0.000045
{ "Epochs": 25, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 1191.41 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_ID": 3, "IoU": 0.00005993849206583928, "Precision": 0.255892255892255...	0.00002
{ "Epochs": 250, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 3487.23 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0.00001111796987803587, "Precision": 0.04431599229287091, "Recall": 0.000011120636177750315, "F1_Score": 0.00002223569254031186 }, "Unfed": { "C...	0.00004
{ "Epochs": 5, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 391.93 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0.00012419490009167136, "Precision": 0.02915097777237945, "Recall": 0.00012471072956556239, "F1_Score": 0.0002483589552677064 }, "Fed": { "Class_ID": 2, "IoU": 0.00008303626668944964, "Precision": 0.011253496389774279, "Recall": 0.00008...	0.000548
{ "Epochs": 50, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 1616.93 }	{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_ID": 3, "IoU": 0.0000863510188631632, "Precision": 0.2466216216216216...	0.000029

{ "Epochs": 10, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 1722.78 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.0009957908562208651, "Precision": 0.9974566473988439, "Recall": 0.0009957933846449307, "F1_Score": 0.0019896004864697714 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_...

0.000382

{ "Epochs": 100, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 4547.62 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.00011471574500144029, "Precision": 0.6893203883495146, "Recall": 0.00011472167644147671, "F1_Score": 0.0002294051736174819 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Clas...

0.000053

{ "Epochs": 150, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 5554.38 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.00006301493938793796, "Precision": 0.7690140845070422, "Recall": 0.00006301613212982524, "F1_Score": 0.00012602193751112212 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cla...

0.000074

{ "Epochs": 200, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 6559.88 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.000022159299045972927, "Precision": 0.6906474820143885, "Recall": 0.000022159518990707776, "F1_Score": 0.000044317616044638915 }, "Fed": { "Class_ID": 2, "IoU": 0.00003580469839017194, "Precision": 0.08224299065420561, "Recall": 0.000...

0.000022

{ "Epochs": 25, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 2616.05 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.000027465108925698802, "Precision": 0.17894736842105263, "Recall": 0.000027468570415564845, "F1_Score": 0.000054928709228415485 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { ...

0.000071

{ "Epochs": 250, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 7567.45 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.00001569502172375654, "Precision": 0.1588785046728972, "Recall": 0.000015696325951751342, "F1_Score": 0.00003138955078783157 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cl...

0.000006

{ "Epochs": 5, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 861.76 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.003450501771704825, "Precision": 0.734648799882197, "Recall": 0.003454807507645034, "F1_Score": 0.006877273499016794 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_ID":...

0.001665

{ "Epochs": 50, "Train_Dataset_Size": 10, "Cumulative_Training_Time_Seconds": 3542.25 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.00010109881485875595, "Precision": 0.7192118226600985, "Recall": 0.00010110280539510423, "F1_Score": 0.00020217718984322726 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cla...

0.000034

{ "Epochs": 5, "Train_Dataset_Size": 25, "Cumulative_Training_Time_Seconds": 2087.13 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.000056989353561489906, "Precision": 0.08455506307534948, "Recall": 0.00005702453779657646, "F1_Score": 0.0001139722119202985 }, "Fed": { "Class_ID": 2, "IoU": 0.0057424163101069264, "Precision": 0.7029021976178493, "Recall": 0.0057563...

0.002019

{ "Epochs": 10, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 783.41 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.00010324855135036942, "Precision": 0.025010969723562967, "Recall": 0.00010366579395137373, "F1_Score": 0.0002064757843751132 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cl...

0.000034

{ "Epochs": 100, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 2084.75 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.00003689094542919887, "Precision": 0.3397129186602871, "Recall": 0.000036893590829812206, "F1_Score": 0.00007377916907509759 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Cl...

0.000012

{ "Epochs": 150, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 2551.94 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_ID": 3, "IoU": 0.00016049857877916974, "Precision": 0.532722513089005...

0.000053

{ "Epochs": 200, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 3019.61 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0.00013440795230935102, "Precision": 0.7296587926509186, "Recall": 0.00013441464597454728, "F1_Score": 0.0002687797784790545 }, "Unfed": { "Clas...

0.000045

{ "Epochs": 25, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 1191.41 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_ID": 3, "IoU": 0.00005993849206583928, "Precision": 0.255892255892255...

0.00002

{ "Epochs": 250, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 3487.23 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0.00001111796987803587, "Precision": 0.04431599229287091, "Recall": 0.000011120636177750315, "F1_Score": 0.00002223569254031186 }, "Unfed": { "C...

0.00004

{ "Epochs": 5, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 391.93 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0.00012419490009167136, "Precision": 0.02915097777237945, "Recall": 0.00012471072956556239, "F1_Score": 0.0002483589552677064 }, "Fed": { "Class_ID": 2, "IoU": 0.00008303626668944964, "Precision": 0.011253496389774279, "Recall": 0.00008...

0.000548

{ "Epochs": 50, "Train_Dataset_Size": 5, "Cumulative_Training_Time_Seconds": 1616.93 }

{ "Unidentified": { "Class_ID": 1, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Fed": { "Class_ID": 2, "IoU": 0, "Precision": 0, "Recall": 0, "F1_Score": 0 }, "Unfed": { "Class_ID": 3, "IoU": 0.0000863510188631632, "Precision": 0.2466216216216216...

0.000029