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Author SHA1 Message Date
2martens 488703bb26 Made f1 score calculation robust against classes with zero predictions 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-10 16:49:17 +02:00
2martens 15498549b7 Fixed mode of native SSD for val 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-10 14:17:50 +02:00
2martens 9dbfa5c640 Added train iteration argument to CLI 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-10 11:27:10 +02:00
2martens e602e7339d Provided checkpoint path in validation case 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-10 11:21:35 +02:00
2martens 4b85dd8376 Adjusted predict function to new checkpoint design 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-10 11:17:17 +02:00
2martens 110e098d78 Removed double-iteration over epochs 
1. Dataset was repeated nr_epochs times
2. loop over dataset was repeated nr_epoch times
Consequence: each checkpointed epoch was in fact nr_epochs long

Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-06 11:06:59 +02:00
2martens c893954120 Added aspect_ratios_per_layer to arguments for SSDInputEncoder 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:56:07 +02:00
2martens 1b52f4c9dc Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:48:28 +02:00
2martens 9f02297a52 Added steps to arguments for SSDInputEncoder 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:48:19 +02:00
2martens efda35adb7 Fixed encoding of labels 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:35:08 +02:00
2martens eadd4a9273 Added missing keyword argument 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:22:22 +02:00
2martens fa2edbcede Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:19:30 +02:00
2martens 5397233b6e Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:09:55 +02:00
2martens a586dd8297 Fix issue with non-checkpointable custom class object 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:06:05 +02:00
2martens 2ce6687efc Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 12:00:17 +02:00
2martens 3290bed0cb Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 11:57:08 +02:00
2martens 292e5e3c95 Implemented mising encoding for labels 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 11:49:44 +02:00
2martens 28abe6ae47 Ensure training only affects classifier layers 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 11:31:22 +02:00
2martens 5e7b16402b Implemented SSD train action 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 11:09:46 +02:00
2martens db9ab462ef Extracted cli actions into separate module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-05 10:57:46 +02:00
2martens f1fe8ddfc5 Fixed if clause to catch empty list as well 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-04 11:00:25 +02:00
2martens d370604279 Added another debug print 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-04 10:59:06 +02:00
2martens 810a390b4e Added debug print 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-04 10:51:56 +02:00
2martens 9a32a170cf Removed obsolete file 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-04 10:46:41 +02:00
2martens 80da94fcab Improves wording of prepare functionality documentation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-04 10:46:32 +02:00
2martens 13cecd2254 Improved formatting of main 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-04 10:36:18 +02:00
2martens 9851cef758 Improved formatting of train protobuf file 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-04 10:35:44 +02:00
2martens 2d5e3ff2e6 Added scenenet protobuf file for train data 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-04 10:27:41 +02:00
2martens 68b7377238 Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:45:20 +02:00
2martens 9e0edb5d79 Fix not created directory 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:45:09 +02:00
2martens 5ea412a2d0 Ensure consistent arrays in match_predictions 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:43:22 +02:00
2martens 1c37dc8fb1 Added debug prints for get_precision_recall 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:39:27 +02:00
2martens fb8a33cd24 Fixed indexing issue wrt the class_id 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:33:59 +02:00
2martens dc6c046da2 Added debug print for class id 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:33:00 +02:00
2martens 2ba17a1540 Fixed cleaning of labels 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:32:01 +02:00
2martens 45d1a31129 Further debug print 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:27:39 +02:00
2martens 386ebd388c Added debug print for label shape 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:26:02 +02:00
2martens 28a3111bde Added debug print 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:19:33 +02:00
2martens 32eb98e9ff Removed obsolete code 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:15:52 +02:00
2martens 970ed8d6c0 Convert labels to numpy array 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 11:14:50 +02:00
2martens 8a239128d5 Attempt to fix exclusion of padded label entries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 10:52:21 +02:00
2martens e097643daf Fixed wrong indexing 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 10:48:58 +02:00
2martens 71c1b1f197 Background boxes are no longer removed before building observations 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 10:38:44 +02:00
2martens c0e5f74bee Reduced forward passes to 10 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 10:37:08 +02:00
2martens 145b929863 Removed debug print 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 10:36:37 +02:00
2martens 9c3e436579 Prints non-zero classes 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-06-03 10:32:26 +02:00
2martens 225d0307eb Added code to debug probability of background class 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:59:52 +02:00
2martens bfc4adc93e Added debug print for class ids 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:52:20 +02:00
2martens 91ebf9032c Provided image height and width for decode detections 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:49:53 +02:00
2martens 3d1ba8adbf Removed debug prints during forward passes 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:46:55 +02:00
2martens a838dd6a1b Fixed elimination of background boxes 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:46:18 +02:00
2martens 9544d5d3df Removed background detections before iou for observations 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:42:16 +02:00
2martens d38a6b7b6b Added further debug prints (2nd) 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:30:20 +02:00
2martens 33635b5c49 Added further debug prints 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:21:13 +02:00
2martens 6eb81c4568 Added debug print 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 14:16:43 +02:00
2martens 098b0c04a6 Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-30 12:51:22 +02:00
2martens 1ade87b5ef Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-23 11:38:54 +02:00
2martens e1488161b5 Fixed dtype specification (2nd) 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 15:36:38 +02:00
2martens 62a65bcccb Fixed dtype specification 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 15:34:45 +02:00
2martens 0b6e40878c Guaranteed float dtype for image and label data 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 15:30:37 +02:00
2martens d3d57177a5 Fixed indexing of tuples 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 15:21:11 +02:00
2martens d398ecba04 Fixes dimensions of x and y reverse values 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 15:09:58 +02:00
2martens 693fb4d55c Changed labels to float 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 15:01:50 +02:00
2martens ca33f77ecc Fixed tensor assignment 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 14:58:33 +02:00
2martens 42d360991c Fixed missing argument 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 14:44:02 +02:00
2martens dbf243c731 Fixed stacking of tensors with different dtypes 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 14:39:26 +02:00
2martens 17e9208c21 Added removal of detections after no longer being used 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 14:02:59 +02:00
2martens 11edf3772a Removed extra garbage collection 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 13:59:21 +02:00
2martens 1763fc5917 Implemented partitioning of observations 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-22 13:58:09 +02:00
2martens 5feae7f9a2 Removed obsolete import 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-21 11:32:12 +02:00
2martens bb3613c913 Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-21 11:31:56 +02:00
2martens af9cbc60d2 Changed mode to training for DropoutSSD to allow partitioning of observations 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-21 11:31:24 +02:00
2martens 0056f28e79 Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-21 11:26:50 +02:00
2martens 4bb86161c7 Added open set error to stored results 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-21 11:14:02 +02:00
2martens d51ba47c4c Updated ssd_keras 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-21 11:13:16 +02:00
2martens e384534fb9 Added calculation of open set error 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-21 11:13:04 +02:00
2martens 160346b4cb Implemented f1 score calculation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-16 15:37:00 +02:00
2martens f04f71bc50 Implemented test parser 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-16 14:13:16 +02:00
2martens 9d726ebb10 Finished vanilla SSD evaluation code 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-16 14:07:20 +02:00
2martens 2a34bfca3f Implemented evaluation for vanilla SSD 
Uses the evaluate functions. Those follow ssd_keras very closely
but were necessary since the Tensorflow data pipeline is used
instead of the DataGenerator provided by ssd_keras.

Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-15 17:00:40 +02:00
2martens ef05d3f58e Added evaluate module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-15 16:42:02 +02:00
2martens 2d7a8e915f Adapted main to different storage situation of labels 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-15 14:53:10 +02:00
2martens 9f5bea9c88 Added application of inverse transforms and removal of dummy predictions 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-15 14:30:53 +02:00
2martens dcee6643fe Added definitions and main modules to documentation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-15 12:37:07 +02:00
2martens e79a8aabad Added data module to package documentation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-15 12:34:49 +02:00
2martens e0fc98087b Implemented first step of evaluation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-14 13:37:02 +02:00
2martens a137018a31 Make pad elements easy to identify 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-14 13:28:53 +02:00
2martens 3723c11100 Removed obsolete gc import 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-14 12:58:21 +02:00
2martens d5d4f0fb11 Provided inverse factors to retrieve original image sizes 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-14 12:56:20 +02:00
2martens 10e9680727 Piped through forward passes from main function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-14 11:42:38 +02:00
2martens c1e82139a7 Improved type hinting for image loading function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-13 11:41:49 +02:00
2martens 2beb904792 Fixed load images function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-13 11:39:12 +02:00
2martens 2d25a62ed6 Removed debug prints 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-13 11:36:07 +02:00
2martens f9a7000b46 Further fix 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-13 11:35:12 +02:00
2martens be53b0a320 Added debug prints 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-13 11:33:51 +02:00
2martens 85712b3d13 Attempted fix for padding 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-13 11:31:57 +02:00
2martens c77d7bc157 Added labels to data set 
Padded them to make the tensors homogeneous. The zero tensors can be
removed later when evaluating. They are part of data set primarily
to ensure mapping between prediction result and corresponding labels.

Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-10 15:36:20 +02:00
2martens 50fd116bc7 Removed last parts of memory profiling 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-10 12:51:34 +02:00
2martens bf39d00693 Added bayesian_ssd parser 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-10 12:51:12 +02:00
2martens fa7a88191b Set first hidden layer of encoder to sigmoid 
Sigmoid activation function hinders Dying ReLU effect.

Signed-off-by: Jim Martens <github@2martens.de>
 2019-05-08 15:37:58 +02:00