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Author SHA1 Message Date
2martens 2e388c0f82 Fixed source of validation images (again) 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:48:12 +02:00
2martens 0091027e1d Fixed source of validation images 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:46:56 +02:00
2martens 851bbb1f43 Fixed typo 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:27:51 +02:00
2martens 9db610f6a0 Renamed use to val 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:00:09 +02:00
2martens e22de150b0 Corrected default values for train and run functions 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 12:57:26 +02:00
2martens d3e212ab32 Added debug flag 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 12:55:51 +02:00
2martens 80d4861a4b Added code to load COCO validation data 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 12:46:23 +02:00
2martens 97b1b8963f Added latent space visualization to run situation as well 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 12:08:59 +02:00
2martens 710c8359b3 Reduced kernel size further 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 12:06:24 +02:00
2martens eae908c617 Added visualization for latent space 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 11:10:59 +02:00
2martens e7e8e15d7f Reduce kernel size for encoder/decoder to 5 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-16 22:08:27 +02:00
2martens 18fc46b70c Fix model to actually introduce a bottleneck 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-16 14:20:23 +02:00
2martens 7edf5879e8 Added run functionality 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-16 11:09:27 +02:00
2martens 109fda6292 Added CLI functionality to use a trained auto-encoder 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-16 11:06:27 +02:00
2martens 823cfdbfcf Removed cython from requirements.txt 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-16 10:26:40 +02:00
2martens d86c53c18e Save reconstruction image summaries only with verbose on 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 17:10:48 +02:00
2martens 2e076597ef Fixed wrong reference 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 12:16:38 +02:00
2martens 031a1f9ef0 Removed experimental AUTOTUNE 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 12:14:06 +02:00
2martens d6e3cba225 Piped verbose option through to train 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 12:13:37 +02:00
2martens 1243cc0a4b Removed duplicate loss log 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 10:24:16 +02:00
2martens 3afb74587b Updated image paths to work with cvpc7 installation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 10:21:36 +02:00
2martens c8e49bd0da Removed first deconv layer to achieve symmetry in convolutions 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-14 09:36:10 +02:00
2martens 1764e10da4 Removed unnecessary layers and fixed the names of the remaining ones 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:26:43 +02:00
2martens 32aecaea36 Deactivated pooling and upsampling layers 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:21:47 +02:00
2martens 1ea9ff98d4 Increased zsize to 64 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:17:17 +02:00
2martens 24e8d0e009 Deactivated dropout 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:17:05 +02:00
2martens d749678d20 Removed unnecessary layers 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:16:48 +02:00
2martens 568adeab08 Implemented auto-encoder model from OliverEdholm 
Source: https://github.com/OliverEdholm/Convolutional-Autoencoder/
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:45:27 +02:00
2martens 7ea63a9a49 Reverted to default AdamOptimizer beta values 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:44:05 +02:00
2martens 25e2110a5b Changed size of images to 256, 256 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:43:29 +02:00
2martens 37b0b702a3 Changed batch size to 16 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:42:48 +02:00
2martens 1733fc8c99 Added data directory to git ignore 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:39:20 +02:00
2martens 30d2e156fe Reduced zsize and increases learning rate 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-11 15:20:48 +02:00
2martens e7be92550d Resized images to 64x64 to alleviate memory problems 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-11 15:20:28 +02:00
2martens 41fe940d5b Modified model as per instructions from Keras blog 
https://blog.keras.io/building-autoencoders-in-keras.html
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-11 15:19:50 +02:00
2martens 0d0ea882dd Made filter sizes in encoder/decoder models dependent on variable 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-11 13:31:06 +02:00
2martens 28ac1a2027 Fixed mapping from image to bounding box 
There are multiple bounding boxes per image. Previously bounding boxes
were wrongly matched.

Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 17:42:59 +02:00
2martens a0f659cea2 Cleaned up data set to prevent awkward cases 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 17:00:32 +02:00
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