e204ef6617
Added imutils to required packages
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-20 12:44:52 +02:00
f14f0ae200
Set number of validation steps to 20
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-19 14:32:54 +02:00
d1ee766579
Fixed save location for models and the weights
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-19 11:24:42 +02:00
c6123607d9
Prevent remainder batch with fewer elements than rest
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-18 10:36:47 +02:00
9153828ff5
Remove images from data set that do not have instances
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-18 10:25:59 +02:00
9a5c96c46c
Removed metrics that are unavailable in tensorflow 1.12
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-17 18:30:04 +02:00
2b64209bda
Added missing function argument
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-17 18:20:02 +02:00
b41b58930d
Adapted evaluation code to new file structure of saved labels
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 17:20:50 +02:00
232e531a9d
Changed name of val to test
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 17:03:29 +02:00
f9da5e8236
Improved name of test to evaluate
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 17:01:00 +02:00
b2a1db6485
Updated predict functionality to use Keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 16:56:12 +02:00
d466e8e376
Added predict function that uses Keras functionality
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 16:52:25 +02:00
77a195a144
Improved data generation to cover evaluation cases as well
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 16:51:59 +02:00
f8bed423e4
Added inverse transforms to output of non-training generators
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 16:06:21 +02:00
cc74a8674e
Added missing steps and aspect ratios to the label encoder
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 15:58:44 +02:00
49a320ca12
Changed mode argument to training argument to better reflect requirements
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 15:12:37 +02:00
c260b7d824
Finished conversion of training functionality to keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 15:07:46 +02:00
7d287c4432
Added train function which utilises the Keras train functions
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 15:00:54 +02:00
88010c5914
Added type hinting for attributes of SSD wrapper objects
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 14:12:13 +02:00
cc9b3abe9b
Updated ssd_keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 14:04:42 +02:00
87133dd885
Modified data module to work with SSD data generator
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 13:30:02 +02:00
693594e75c
Improved function name for SceneNet data preparation
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 12:05:19 +02:00
58723adfe0
Corrected module doc
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-13 12:02:04 +02:00
a4e6ac2853
Added missing argument of num_epochs
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-11 12:06:22 +02:00
057bffcae3
Corrected summary path for ssd training
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-11 12:02:04 +02:00
eef6078533
Added print to show epoch number
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This can be used to identify if the data set is in fact repeated.
In that case this print line has to be printed at least twice.
Signed-off-by: Jim Martens <github@2martens.de >
2019-06-11 12:00:08 +02:00
fe516f6429
Added additional values to print
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-11 11:34:18 +02:00
83b9e670f8
Moved loss metric assignment into begin of epoch
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-11 11:34:04 +02:00
f6f6a88c50
Improve verbose printing for training
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-11 11:31:04 +02:00
e908248f89
Removed unnecessary empty lines
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-11 11:10:41 +02:00
6cebcb8177
Optimised verbose and debug console options
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-10 16:58:48 +02:00
4ccaad2ff0
Prevented division by zero errors
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-10 16:55:23 +02:00
ca90ea9f17
Fixed guardian if to work with numpy arrays
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-10 16:55:07 +02:00
488703bb26
Made f1 score calculation robust against classes with zero predictions
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-10 16:49:17 +02:00
15498549b7
Fixed mode of native SSD for val
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-10 14:17:50 +02:00
9dbfa5c640
Added train iteration argument to CLI
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-10 11:27:10 +02:00
e602e7339d
Provided checkpoint path in validation case
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-10 11:21:35 +02:00
4b85dd8376
Adjusted predict function to new checkpoint design
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-10 11:17:17 +02:00
110e098d78
Removed double-iteration over epochs
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1. Dataset was repeated nr_epochs times
2. loop over dataset was repeated nr_epoch times
Consequence: each checkpointed epoch was in fact nr_epochs long
Signed-off-by: Jim Martens <github@2martens.de >
2019-06-06 11:06:59 +02:00
c893954120
Added aspect_ratios_per_layer to arguments for SSDInputEncoder
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:56:07 +02:00
1b52f4c9dc
Updated ssd_keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:48:28 +02:00
9f02297a52
Added steps to arguments for SSDInputEncoder
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:48:19 +02:00
efda35adb7
Fixed encoding of labels
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:35:08 +02:00
eadd4a9273
Added missing keyword argument
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:22:22 +02:00
fa2edbcede
Updated ssd_keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:19:30 +02:00
5397233b6e
Updated ssd_keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:09:55 +02:00
a586dd8297
Fix issue with non-checkpointable custom class object
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:06:05 +02:00
2ce6687efc
Updated ssd_keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 12:00:17 +02:00
3290bed0cb
Updated ssd_keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 11:57:08 +02:00
292e5e3c95
Implemented mising encoding for labels
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 11:49:44 +02:00
