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
28abe6ae47
Ensure training only affects classifier layers
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 11:31:22 +02:00
5e7b16402b
Implemented SSD train action
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 11:09:46 +02:00
db9ab462ef
Extracted cli actions into separate module
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-05 10:57:46 +02:00
f1fe8ddfc5
Fixed if clause to catch empty list as well
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-04 11:00:25 +02:00
d370604279
Added another debug print
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-04 10:59:06 +02:00
810a390b4e
Added debug print
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-04 10:51:56 +02:00
9a32a170cf
Removed obsolete file
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-04 10:46:41 +02:00
80da94fcab
Improves wording of prepare functionality documentation
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-04 10:46:32 +02:00
13cecd2254
Improved formatting of main
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-04 10:36:18 +02:00
9851cef758
Improved formatting of train protobuf file
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-04 10:35:44 +02:00
2d5e3ff2e6
Added scenenet protobuf file for train data
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-04 10:27:41 +02:00
68b7377238
Updated ssd_keras
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-03 11:45:20 +02:00
9e0edb5d79
Fix not created directory
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-03 11:45:09 +02:00
5ea412a2d0
Ensure consistent arrays in match_predictions
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-03 11:43:22 +02:00
1c37dc8fb1
Added debug prints for get_precision_recall
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-03 11:39:27 +02:00
fb8a33cd24
Fixed indexing issue wrt the class_id
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-03 11:33:59 +02:00
dc6c046da2
Added debug print for class id
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Signed-off-by: Jim Martens <github@2martens.de >
2019-06-03 11:33:00 +02:00
