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35f2b0b086955d2698b5c6a2c78f2611145ae938
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257 Commits

Author SHA1 Message Date
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
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
30d2e156fe Reduced zsize and increases learning rate 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-11 15:20:48 +02:00
Jim Martens
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
Jim Martens
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
Jim Martens
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
Jim Martens
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
Jim Martens
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
Jim Martens
b173746784 Ensured summaries are written 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 15:19:44 +02:00
Jim Martens
a7f9d586f4 Fixed loop through data set 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 15:18:39 +02:00
Jim Martens
da6e348edc Fixed data loading 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 15:17:24 +02:00
Jim Martens
f81ecbac0d Fixed slicing 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-10 15:16:13 +02:00
Jim Martens
f30edeb3f2 Added command line interface 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-09 14:09:22 +02:00
Jim Martens
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