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Author SHA1 Message Date
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
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
ab24c96515 Fixed required packages 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-09 14:07:42 +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
Jim Martens
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
Jim Martens
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
Jim Martens
a8ef3d000f Added argument to specify the inlying class 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:35:32 +02:00
Jim Martens
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
Jim Martens
d267512312 Added info about default value to docstring 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:30:32 +02:00
Jim Martens
05fa489905 Removed sample generation 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:28:27 +02:00
Jim Martens
17537b944b Removed left-over reference to early stopping 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:26:56 +02:00
Jim Martens
9a1f91892a Fixes typo 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:26:06 +02:00
Jim Martens
1f25122749 Removed reference to early stopping from docstring 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:25:34 +02:00
Jim Martens
c83a65571b Corrected docstrings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:24:05 +02:00
Jim Martens
53955cbc46 Removed imports of tensorflow shortcuts 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:22:07 +02:00
Jim Martens
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
Jim Martens
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
Jim Martens
655b3a63d4 Converted to f strings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 17:00:09 +02:00
Jim Martens
df733e69c4 Optimised imports 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 16:57:03 +02:00
Jim Martens
84bd2c2e7b Added data loader for COCO data set 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 16:56:50 +02:00
Jim Martens
f6699b8444 Added pycocotools as dependency 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-04 14:23:30 +02:00
Jim Martens
05ea13d252 Moved COCO wrapper into package 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-04-01 12:54:58 +02:00