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@@ -8,6 +8,7 @@ Train&Test_4/
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Train&Test_D/
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Train&Test_C/
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Train&Test_A/
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Train&Test_A2/
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Train&Test_S/
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result_ssd7_panel_cell/
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Thermal/
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Tiempo promedio:nan
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2020-12-14 22:27:04.267611: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libnvinfer.so.6'; dlerror: libnvinfer.so.6: cannot open shared object file: No such file or directory
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2020-12-14 22:27:04.267749: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libnvinfer_plugin.so.6'; dlerror: libnvinfer_plugin.so.6: cannot open shared object file: No such file or directory
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2020-12-14 22:27:04.267767: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:30] Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.
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2020-12-14 22:27:05.268036: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
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2020-12-14 22:27:05.268076: E tensorflow/stream_executor/cuda/cuda_driver.cc:351] failed call to cuInit: UNKNOWN ERROR (303)
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2020-12-14 22:27:05.268102: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (dlsaavedra-X406UAR): /proc/driver/nvidia/version does not exist
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2020-12-14 22:27:05.268334: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
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2020-12-14 22:27:05.311492: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 1800000000 Hz
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2020-12-14 22:27:05.313101: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x55f4be3033d0 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
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2020-12-14 22:27:05.313143: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
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WARNING:tensorflow:AutoGraph could not transform <bound method YoloLayer.call of <yolo.YoloLayer object at 0x7fb92423a8d0>> and will run it as-is.
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Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
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Cause: unexpected indent (<unknown>, line 144)
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WARNING:tensorflow:AutoGraph could not transform <bound method YoloLayer.call of <yolo.YoloLayer object at 0x7fb904726710>> and will run it as-is.
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Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
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Cause: unexpected indent (<unknown>, line 144)
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WARNING:tensorflow:AutoGraph could not transform <bound method YoloLayer.call of <yolo.YoloLayer object at 0x7fb9044f2c10>> and will run it as-is.
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Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
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Cause: unexpected indent (<unknown>, line 144)
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WARNING:tensorflow:ModelCheckpoint mode 1 is unknown, fallback to auto mode.
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WARNING:tensorflow:Model failed to serialize as JSON. Ignoring... Layers with arguments in `__init__` must override `get_config`.
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2020-12-14 22:27:16.470550: I tensorflow/core/profiler/lib/profiler_session.cc:225] Profiler session started.
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2020-12-14 22:27:16.470928: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcupti.so.10.1'; dlerror: libcupti.so.10.1: cannot open shared object file: No such file or directory
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2020-12-14 22:27:16.470972: E tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1307] function cupti_interface_->Subscribe( &subscriber_, (CUpti_CallbackFunc)ApiCallback, this)failed with error CUPTI could not be loaded or symbol could not be found.
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2020-12-14 22:27:16.470988: E tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1346] function cupti_interface_->ActivityRegisterCallbacks( AllocCuptiActivityBuffer, FreeCuptiActivityBuffer)failed with error CUPTI could not be loaded or symbol could not be found.
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2020-12-14 22:27:20.300351: E tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1329] function cupti_interface_->EnableCallback( 0 , subscriber_, CUPTI_CB_DOMAIN_DRIVER_API, cbid)failed with error CUPTI could not be loaded or symbol could not be found.
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2020-12-14 22:27:20.300441: I tensorflow/core/profiler/internal/gpu/device_tracer.cc:88] GpuTracer has collected 0 callback api events and 0 activity events.
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2020-12-14 22:28:18.604124: W tensorflow/core/kernels/data/generator_dataset_op.cc:103] Error occurred when finalizing GeneratorDataset iterator: Cancelled: Operation was cancelled
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2020-12-14 22:29:29.713989: W tensorflow/core/kernels/data/generator_dataset_op.cc:103] Error occurred when finalizing GeneratorDataset iterator: Cancelled: Operation was cancelled
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Seen labels: {'panel': 854}
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Given labels: ['panel']
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Training on: ['panel']
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multi_gpu:1
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Loading pretrained weights.
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Train for 12 steps, validate for 1 steps
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Epoch 1/2
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Epoch 00001: loss improved from inf to 40.76296, saving model to Result_yolo3_panel2/yolo3_full_panel.h5
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12/12 - 68s - loss: 40.7630 - yolo_layer_loss: 12.8884 - yolo_layer_1_loss: 27.8505 - yolo_layer_2_loss: 0.0241 - val_loss: 3793.7336 - val_yolo_layer_loss: 1322.7670 - val_yolo_layer_1_loss: 2470.9607 - val_yolo_layer_2_loss: 0.0060
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Epoch 2/2
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Epoch 00002: loss did not improve from 40.76296
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12/12 - 71s - loss: 46.9910 - yolo_layer_loss: 20.9780 - yolo_layer_1_loss: 26.0097 - yolo_layer_2_loss: 0.0033 - val_loss: 72523.8125 - val_yolo_layer_loss: 4534.5332 - val_yolo_layer_1_loss: 67989.2812 - val_yolo_layer_2_loss: 0.0000e+00
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94 instances of class panel with average precision: 0.0000
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mAP using the weighted average of precisions among classes: 0.0000
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mAP: 0.0000
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@@ -0,0 +1,11 @@
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2020-12-14 22:29:36.919265: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libnvinfer.so.6'; dlerror: libnvinfer.so.6: cannot open shared object file: No such file or directory
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2020-12-14 22:29:36.919408: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libnvinfer_plugin.so.6'; dlerror: libnvinfer_plugin.so.6: cannot open shared object file: No such file or directory
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2020-12-14 22:29:36.919425: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:30] Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.
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2020-12-14 22:29:38.653634: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
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2020-12-14 22:29:38.653676: E tensorflow/stream_executor/cuda/cuda_driver.cc:351] failed call to cuInit: UNKNOWN ERROR (303)
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2020-12-14 22:29:38.653711: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (dlsaavedra-X406UAR): /proc/driver/nvidia/version does not exist
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2020-12-14 22:29:38.653939: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
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2020-12-14 22:29:38.678825: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 1800000000 Hz
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2020-12-14 22:29:38.679672: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5569ee6e0e00 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
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2020-12-14 22:29:38.679731: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
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WARNING:tensorflow:No training configuration found in save file: the model was *not* compiled. Compile it manually.
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dict_items([(0, (0.0, 94.0))])
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94 instances of class panel with average precision: 0.0000
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mAP using the weighted average of precisions among classes: 0.0000
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mAP: 0.0000
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@@ -0,0 +1,49 @@
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{
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"model" : {
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"min_input_size": 400,
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"max_input_size": 400,
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"anchors": [0,0, 0,0, 0,0, 4,175, 4,92, 5,92, 6,190, 7,87, 30,5],
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"labels": ["panel"],
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"backend": "keras-yolo3-master/full_yolo_backend.h5"
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},
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"train": {
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"train_image_folder": "Train&Test_A2/Train/images/",
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"train_annot_folder": "Train&Test_A2/Train/anns/",
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"cache_name": "Result_yolo3_panel2/train_panel.pkl",
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"train_times": 3,
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"batch_size": 2,
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"learning_rate": 1e-3,
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"nb_epochs": 500,
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"warmup_epochs": 15,
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"ignore_thresh": 0.5,
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"gpus": "0",
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"grid_scales": [1,1,1],
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"obj_scale": 5,
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"noobj_scale": 1,
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"xywh_scale": 1,
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"class_scale": 1,
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"tensorboard_dir": "Result_yolo3_panel2/log_experimento_panel_gpu",
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"saved_weights_name": "Result_yolo3_panel2/yolo3_full_panel.h5",
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"debug": true
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},
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"valid": {
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"valid_image_folder": "Train&Test_A2/Train/images/",
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"valid_annot_folder": "Train&Test_A2/Train/anns/",
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"cache_name": "Result_yolo3_panel2/val_panel_2.pkl",
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"valid_times": 1
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},
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"test": {
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"test_image_folder": "Train&Test_A2/Train/images/",
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"test_annot_folder": "Train&Test_A2/Train/anns/",
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"cache_name": "Result_yolo3_panel2/test_panel_2.pkl",
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"test_times": 1
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}
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}
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Executable
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@@ -0,0 +1,49 @@
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{
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"model" : {
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"min_input_size": 400,
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"max_input_size": 400,
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"anchors": [0,0, 0,0, 0,0, 4,175, 4,92, 5,92, 6,190, 7,87, 30,5],
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"labels": ["panel"],
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"backend": "keras-yolo3-master/full_yolo_backend.h5"
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},
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"train": {
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"train_image_folder": "Train&Test_A2/Train/images/",
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"train_annot_folder": "Train&Test_A2/Train/anns/",
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"cache_name": "Result_yolo3_panel2/train_panel.pkl",
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"train_times": 3,
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"batch_size": 2,
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"learning_rate": 1e-3,
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"nb_epochs": 2,
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"warmup_epochs": 15,
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"ignore_thresh": 0.5,
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"gpus": "0",
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"grid_scales": [1,1,1],
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"obj_scale": 5,
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"noobj_scale": 1,
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"xywh_scale": 1,
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"class_scale": 1,
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"tensorboard_dir": "Result_yolo3_panel2/log_experimento_panel_gpu",
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"saved_weights_name": "Result_yolo3_panel2/yolo3_full_panel.h5",
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"debug": true
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},
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"valid": {
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"valid_image_folder": "Train&Test_A2/Test/images/",
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"valid_annot_folder": "Train&Test_A2/Test/anns/",
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"cache_name": "Result_yolo3_panel2/val_panel.pkl",
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"valid_times": 1
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},
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"test": {
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"test_image_folder": "Train&Test_A2/Test/images/",
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"test_annot_folder": "Train&Test_A2/Test/anns/",
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"cache_name": "Result_yolo3_panel2/test_panel.pkl",
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"test_times": 1
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}
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}
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