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Author SHA1 Message Date
2martens b173746784 Ensured summaries are written 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 15:19:44 +02:00
2martens a7f9d586f4 Fixed loop through data set 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 15:18:39 +02:00
2martens da6e348edc Fixed data loading 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 15:17:24 +02:00
2martens f81ecbac0d Fixed slicing 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 15:16:13 +02:00
2martens f30edeb3f2 Added command line interface 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-09 14:09:22 +02:00
2martens ab24c96515 Fixed required packages 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-09 14:07:42 +02:00
2martens 523a9c8e71 Removed hard-coded reliance on specific batch size 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-09 10:33:14 +02:00
2martens be501d606f Modified data module to cut everything but the bounding box 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-09 10:18:50 +02:00
2martens 57da44c6d8 Modified data loader to supply the full trainval35k data 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 19:04:19 +02:00
2martens a8ef3d000f Added argument to specify the inlying class 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:35:32 +02:00
2martens d499c55ab4 Added skeleton function for loading SceneNet RGB-D data 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:30:52 +02:00
2martens d267512312 Added info about default value to docstring 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:30:32 +02:00
2martens 05fa489905 Removed sample generation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:28:27 +02:00
2martens 17537b944b Removed left-over reference to early stopping 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:26:56 +02:00
2martens 9a1f91892a Fixes typo 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:26:06 +02:00
2martens 1f25122749 Removed reference to early stopping from docstring 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:25:34 +02:00
2martens c83a65571b Corrected docstrings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:24:05 +02:00
2martens 53955cbc46 Removed imports of tensorflow shortcuts 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:22:07 +02:00
2martens 08f26fa9e0 Extracted preparation of MNIST data into separate file 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:21:29 +02:00
2martens 403577da0a Extracted adversarial auto-encoder functions into separate file 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:14:11 +02:00
2martens 655b3a63d4 Converted to f strings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:00:09 +02:00
2martens df733e69c4 Optimised imports 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 16:57:03 +02:00
2martens 84bd2c2e7b Added data loader for COCO data set 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 16:56:50 +02:00
2martens f6699b8444 Added pycocotools as dependency 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 14:23:30 +02:00
2martens 05ea13d252 Moved COCO wrapper into package 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-01 12:54:58 +02:00
2martens 855d8764d0 Removed obsolete log outputs 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-30 12:15:05 +01:00
2martens 8ef7d5f999 Removed obsolete parameters 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-25 14:33:41 +01:00
2martens 6835c284af Fixed coding style 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-25 14:32:08 +01:00
2martens 9a08ea3bb9 Added simple auto-encoder training 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-25 14:31:26 +01:00
2martens 0eab8cd123 Added mapping from COCO to WNID 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-25 13:43:54 +01:00
2martens db0d275bdd Save predictions batch-wise to prevent memory issues 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-21 17:49:34 +01:00
2martens ae109fd131 Switched output saving to numpy format 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-21 17:38:22 +01:00
2martens 69cc07ed12 Corrected type hinting 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-21 17:31:42 +01:00
2martens 976563526a Added train and predict functions to module documentation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-21 17:14:44 +01:00
2martens 7ba3333e28 Updated reference to ssd_keras repository 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-21 17:12:35 +01:00
2martens 9eb1283b8b Added prediction functionality to ssd module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-21 17:12:17 +01:00
2martens f40d04e34c Updated reference to new ssd_keras version 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 16:53:04 +01:00
2martens 5a7bd6ea9d Fixed image size constant 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 16:52:47 +01:00
2martens b7825c0095 Implemented training function for SSD 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 16:46:14 +01:00
2martens 167899b2f8 Added iou threshold and top_k parameters to function calls 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 14:55:32 +01:00
2martens 9a7a906acf Added ability to load trained weights 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 14:54:28 +01:00
2martens 6ac3b5fdcf Added SSD and DropoutSSD classes 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 14:34:46 +01:00
2martens a9d73a1f47 Added empty ssd module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 13:17:56 +01:00
2martens c090e2c100 Added subpackage info about SSD 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 13:15:58 +01:00
2martens b9519a516d Added dropout SSD and type hinting for used models 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-20 13:13:55 +01:00
2martens 262a36a68b Added ssd_keras sub-module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-03-19 17:21:09 +01:00
2martens be4ee74537 Updated README with badges, links and some text 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 23:40:45 +01:00
2martens 26904614cb Improved formatting of LICENSE file 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 22:59:17 +01:00
2martens dddd63aabc Added boilerplate README (needs to be changed) 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 22:57:41 +01:00
2martens c7a78c35a4 Added package documentation to masterthesis 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 22:56:58 +01:00
2martens 416cb4c7b5 Reformatted code to ensure all parameters are on their own line 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 22:42:49 +01:00
2martens 9909b5fdfc Improved docstrings in model module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 22:42:23 +01:00
2martens 1e422d3fa7 Improved imports according to Google standards 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 22:37:29 +01:00
2martens 422e01a917 Improved docstring in aae package 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 22:23:24 +01:00
2martens 85f3100b5d Updated docstring for model module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 21:57:57 +01:00
2martens 81f245be99 Updated docstring for util module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 21:22:00 +01:00
2martens 9bf7229b1e Added TODOs to train module 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 21:14:45 +01:00
2martens 90fa27d9ef Replaced all binary cross entropy losses with log_loss 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 21:01:38 +01:00
2martens a51b535728 Improved naming for histogram summaries and added variable summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 20:47:34 +01:00
2martens 0cbab44f01 Fixed summaries for histograms 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 20:25:56 +01:00
2martens a319cf988e Added summaries for grads and learning rate 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 20:13:21 +01:00
2martens e85b850c63 Fixed frequency of summary savings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 19:41:08 +01:00
2martens a8f8015ad8 Improved summary logs 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 19:27:33 +01:00
2martens a2aa794d47 Fixed sample image summary 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 18:58:19 +01:00
2martens 3b9742a1b4 Improved summary logging 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 18:40:41 +01:00
2martens 75d7c769c7 Made early stopping conditional and turned it off 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 18:22:25 +01:00
2martens ea1b4943cf Fixed function call 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 18:12:33 +01:00
2martens d9a35893af Added epoch counter to restored variables 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 18:12:02 +01:00
2martens 1d4f56e40d Improved docstrings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 17:12:41 +01:00
2martens 028513b404 Renamed internal functions to make them protected 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 16:38:58 +01:00
2martens 483cb4eb3e Removed obsolete function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 16:35:00 +01:00
2martens 2d1fee8048 Moved training of epoch into separate function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 16:34:23 +01:00
2martens 6f36aa7faf Added more parameters to checkpoint 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 15:45:27 +01:00
2martens 658973d90d Added weights prefix to parameters 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 15:34:49 +01:00
2martens 88ffd4f879 Moved dataset preparation into own function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 15:32:01 +01:00
2martens 8e0a063759 Removed abspath usage in specifying checkpoint dir 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 15:03:47 +01:00
2martens 279e848434 Fixed specification of checkpoint dir 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 14:59:50 +01:00
2martens 720ff63c7d Updated saving of checkpoints 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 14:53:45 +01:00
2martens 3c5f332880 Added saving of weights after each epoch 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 14:22:27 +01:00
2martens ec9b64a757 Prevented unnecessary early stops 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:51:41 +01:00
2martens 948ef64423 Added formatting of decoder loss 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:41:09 +01:00
2martens a0094266b3 Added training iteration variable to train function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:36:09 +01:00
2martens 3bde913323 Extended early stopping with total loss 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:27:19 +01:00
2martens c19ff19820 Implemented early stopping 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:20:17 +01:00
2martens 682e11b435 Added step values to image summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 12:41:10 +01:00
2martens d84b062bf9 Fixed image summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 12:36:36 +01:00
2martens 01db450032 Added image summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 12:24:07 +01:00
2martens 7adb703292 Removed the actual image saving and improved docstrings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 12:23:39 +01:00
2martens fc1aa20396 Improved saving location of summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 11:37:35 +01:00
2martens 5ba3bc552f Removed caching of dataset 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 11:37:05 +01:00
2martens 85d743c058 Added inlier class to saved weights 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 10:46:25 +01:00
2martens ce6cda5351 Added comments to give context to the folds 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 10:46:00 +01:00
2martens 3f08c54679 Turned-off implicit summary saving at end of epoch 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 10:32:28 +01:00
2martens 9d0f93689e Improved paths for saved model weights 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 09:07:33 +01:00
2martens cc5e7f89a2 Removed obsolete shuffling 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:51:43 +01:00
2martens 2112e1dd0c Added summary writer 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:39:59 +01:00
2martens ab52f0feb0 Improved names of loss metrics 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:30:06 +01:00
2martens 16e4aaa348 Fixed loss logging 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:29:01 +01:00
2martens 758cdb5520 Moved to tf.data.Dataset API 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:28:41 +01:00
2martens d9cd24f769 Added verbosity flag 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 07:06:16 +01:00