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Fault_Detector

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dl-desktop
2020-02-04 17:48:13 -03:00
parent 708c496f2c
commit ebc01fde48
7 changed files with 3012 additions and 1 deletions
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3
.gitignore vendored
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@@ -9,5 +9,6 @@ Train&Test_C/
result_ssd7_panel/
result_ssd7_panel_cell/
Thermal/
fault_jpg/
fault_jpg_1/

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Panel_Detector_Fault_1.ipynb Normal file
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Panel_Detector_Fault_C.ipynb Normal file
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28
config_300_fault_1.json Normal file
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@@ -0,0 +1,28 @@
{
"model" : {
"backend": "ssd300",
"input": 400,
"labels": ["1"]
},
"train": {
"train_image_folder": "Train&Test_1/images",
"train_annot_folder": "Train&Test_1/anns",
"train_image_set_filename": "Train&Test_1/train.txt",
"train_times": 1,
"batch_size": 12,
"learning_rate": 1e-4,
"nb_epochs": 10,
"warmup_epochs": 3,
"saved_weights_name": "experimento_ssd300_fault_1.h5",
"debug": true
},
"test": {
"test_image_folder": "Train&Test_1/images",
"test_annot_folder": "Train&Test_1/anns",
"test_image_set_filename": "Train&Test_1/test.txt"
}
}

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config_300_fault_C.json Normal file
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@@ -0,0 +1,28 @@
{
"model" : {
"backend": "ssd300",
"input": 400,
"labels": ["1","2","3","4","5","6","7","8"]
},
"train": {
"train_image_folder": "Train&Test_C/images",
"train_annot_folder": "Train&Test_C/anns",
"train_image_set_filename": "Train&Test_C/train.txt",
"train_times": 1,
"batch_size": 12,
"learning_rate": 1e-4,
"nb_epochs": 10,
"warmup_epochs": 3,
"saved_weights_name": "experimento_ssd300_fault_C.h5",
"debug": true
},
"test": {
"test_image_folder": "Train&Test_C/images",
"test_annot_folder": "Train&Test_C/anns",
"test_image_set_filename": "Train&Test_C/test.txt"
}
}

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config_7_fault_1.json Normal file
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@@ -0,0 +1,28 @@
{
"model" : {
"backend": "ssd7",
"input": 400,
"labels": ["1"]
},
"train": {
"train_image_folder": "Train&Test_1/images",
"train_annot_folder": "Train&Test_1/anns",
"train_image_set_filename": "Train&Test_1/train.txt",
"train_times": 1,
"batch_size": 8,
"learning_rate": 1e-4,
"nb_epochs": 10,
"warmup_epochs": 3,
"saved_weights_name": "experimento_ssd7_fault_1.h5",
"debug": true
},
"test": {
"test_image_folder": "Train&Test_1/images",
"test_annot_folder": "Train&Test_1/anns",
"test_image_set_filename": "Train&Test_1/test.txt"
}
}

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config_7_fault_C.json Normal file
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@@ -0,0 +1,28 @@
{
"model" : {
"backend": "ssd7",
"input": 400,
"labels": ["1","2","3","4","5","6","7","8"]
},
"train": {
"train_image_folder": "Train&Test_C/images",
"train_annot_folder": "Train&Test_C/anns",
"train_image_set_filename": "Train&Test_C/train.txt",
"train_times": 1,
"batch_size": 8,
"learning_rate": 1e-4,
"nb_epochs": 10,
"warmup_epochs": 3,
"saved_weights_name": "experimento_ssd7_fault_C.h5",
"debug": true
},
"test": {
"test_image_folder": "Train&Test_C/images",
"test_annot_folder": "Train&Test_C/anns",
"test_image_set_filename": "Train&TestTest_C_1/test.txt"
}
}