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Author SHA1 Message Date
Jim Martens
e98196ec0d Fixed data preparation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-19 15:55:48 +02:00
Jim Martens
70ff4b2591 Fixed instance file name 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-19 15:20:44 +02:00
Jim Martens
517bc51118 Attempted to fix image loading 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-19 15:18:10 +02:00
Jim Martens
5f9e8d52f3 Fixed wrong attribute usage 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-19 15:09:46 +02:00
Jim Martens
37e355e820 Implemented ground truth preparation for SceneNet RGB-D 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-19 15:02:07 +02:00
Jim Martens
3704f6a2ce Fixed COCO to WNID and WNID to COCO mappings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-19 13:56:13 +02:00
Jim Martens
5ab0a28bfa Removed person class from COCO to WNID mapping 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-19 11:20:30 +02:00
Jim Martens
ae87f08d6c Added WNID to COCO mapping 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-19 10:58:39 +02:00
Jim Martens
b3743fb18b Added scenenet protobuf file 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-18 17:56:50 +02:00
Jim Martens
2140b13857 Fixed dimensions of input transform 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-18 12:17:01 +02:00
Jim Martens
71623db905 Added dense layer as latent space 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-18 12:13:21 +02:00
Jim Martens
532f4ac567 Make bottleneck even harder 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 14:26:30 +02:00
Jim Martens
7249d569f7 Fixed zsize for val 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 14:23:51 +02:00
Jim Martens
f4f9d31a7d Reduced latent space to 32 channels 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 14:14:48 +02:00
Jim Martens
600cb55e2e Removed visualization of latent space 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 14:14:27 +02:00
Jim Martens
bc07fda615 Simplified use of debug 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 14:04:23 +02:00
Jim Martens
be40a52dde Fixed nested arguments 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:51:48 +02:00
Jim Martens
49115ccc1d Added missing argument in function call 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:49:20 +02:00
Jim Martens
2e388c0f82 Fixed source of validation images (again) 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:48:12 +02:00
Jim Martens
0091027e1d Fixed source of validation images 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:46:56 +02:00
Jim Martens
851bbb1f43 Fixed typo 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:27:51 +02:00
Jim Martens
9db610f6a0 Renamed use to val 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 13:00:09 +02:00
Jim Martens
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
Jim Martens
d3e212ab32 Added debug flag 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 12:55:51 +02:00
Jim Martens
80d4861a4b Added code to load COCO validation data 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 12:46:23 +02:00
Jim Martens
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
Jim Martens
710c8359b3 Reduced kernel size further 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 12:06:24 +02:00
Jim Martens
eae908c617 Added visualization for latent space 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-17 11:10:59 +02:00
Jim Martens
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
Jim Martens
18fc46b70c Fix model to actually introduce a bottleneck 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-16 14:20:23 +02:00
Jim Martens
7edf5879e8 Added run functionality 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-16 11:09:27 +02:00
Jim Martens
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
Jim Martens
823cfdbfcf Removed cython from requirements.txt 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-16 10:26:40 +02:00
Jim Martens
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
Jim Martens
2e076597ef Fixed wrong reference 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 12:16:38 +02:00
Jim Martens
031a1f9ef0 Removed experimental AUTOTUNE 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 12:14:06 +02:00
Jim Martens
d6e3cba225 Piped verbose option through to train 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 12:13:37 +02:00
Jim Martens
1243cc0a4b Removed duplicate loss log 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-15 10:24:16 +02:00
Jim Martens
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
Jim Martens
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
Jim Martens
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
Jim Martens
32aecaea36 Deactivated pooling and upsampling layers 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:21:47 +02:00
Jim Martens
1ea9ff98d4 Increased zsize to 64 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:17:17 +02:00
Jim Martens
24e8d0e009 Deactivated dropout 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:17:05 +02:00
Jim Martens
d749678d20 Removed unnecessary layers 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 14:16:48 +02:00
Jim Martens
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
Jim Martens
7ea63a9a49 Reverted to default AdamOptimizer beta values 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:44:05 +02:00
Jim Martens
25e2110a5b Changed size of images to 256, 256 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:43:29 +02:00
Jim Martens
37b0b702a3 Changed batch size to 16 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:42:48 +02:00
Jim Martens
1733fc8c99 Added data directory to git ignore 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-12 13:39:20 +02:00