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Original file line number | Diff line number | Diff line change |
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2018/11/22/9:37 | ||
In the vgg16.yml files, The orginal TEST.NMS value is 0.3 but changed to 0.4 for | ||
implementation for WSDNN | ||
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2018/11/23/14:19 | ||
In vgg16.yml files, the original POOLING_MODE == crop, however changed to roi_align | ||
for implementation for WSDNN | ||
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2018/11/24/8:37 | ||
In vgg16.yml file, the original TRAIN.WEIGHT_DECAY == 0.0001, and changed to 0.005 | ||
Also ss_boxes whose widths or heights are less than 20 are removed | ||
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2018/11/24/9:01 | ||
In vgg16.yml files, the TRAIN.SCALES is {600,}, however changed to {480, 576, 688, 864, 1200} | ||
TEST.SCLAES is {688, } | ||
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2018/11/24/9:23 | ||
In vgg16.yml file, the TRAIN.MAX_SIZE is 1000, however changed to 1200 | ||
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2018/11/24/20:33 | ||
In lib/datasets/pascal_voc.py, changed classes from 21 classes to 20 classes | ||
original: | ||
self._classes = ('__background__', # always index 0 | ||
'aeroplane', 'bicycle', 'bird', 'boat', | ||
'bottle', 'bus', 'car', 'cat', 'chair', | ||
'cow', 'diningtable', 'dog', 'horse', | ||
'motorbike', 'person', 'pottedplant', | ||
'sheep', 'sofa', 'train', 'tvmonitor') | ||
new: | ||
self._classes = ( | ||
'aeroplane', 'bicycle', 'bird', 'boat', | ||
'bottle', 'bus', 'car', 'cat', 'chair', | ||
'cow', 'diningtable', 'dog', 'horse', | ||
'motorbike', 'person', 'pottedplant', | ||
'sheep', 'sofa', 'train', 'tvmonitor') | ||
In network.py, added a score_det_net | ||
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In vgg16.yml file, changed TRAIN.STEPSIZE from 30000 to 60000 | ||
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2018/11/25/9:59 | ||
In vgg16.yml, the learning rate is 0.0001, and changed to 0.0005. | ||
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2018/11/26/11:14 | ||
In vgg16.yml, the TEST.SCLAES changed from [688] to [480, 576, 688, 864, 1200] | ||
for multiple scale test | ||
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,16 @@ | ||
EXP_DIR: mobile | ||
TRAIN: | ||
HAS_RPN: True | ||
IMS_PER_BATCH: 1 | ||
BBOX_NORMALIZE_TARGETS_PRECOMPUTED: True | ||
RPN_POSITIVE_OVERLAP: 0.7 | ||
RPN_BATCHSIZE: 256 | ||
PROPOSAL_METHOD: gt | ||
BG_THRESH_LO: 0.0 | ||
DISPLAY: 20 | ||
BATCH_SIZE: 256 | ||
DOUBLE_BIAS: False | ||
SNAPSHOT_PREFIX: mobile_faster_rcnn | ||
TEST: | ||
HAS_RPN: True | ||
POOLING_MODE: crop |
Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,22 @@ | ||
EXP_DIR: res101-lg | ||
TRAIN: | ||
HAS_RPN: True | ||
IMS_PER_BATCH: 1 | ||
BBOX_NORMALIZE_TARGETS_PRECOMPUTED: True | ||
RPN_POSITIVE_OVERLAP: 0.7 | ||
RPN_BATCHSIZE: 256 | ||
PROPOSAL_METHOD: gt | ||
BG_THRESH_LO: 0.0 | ||
DISPLAY: 20 | ||
BATCH_SIZE: 256 | ||
DOUBLE_BIAS: False | ||
SNAPSHOT_PREFIX: res101_faster_rcnn | ||
SCALES: [800] | ||
MAX_SIZE: 1333 | ||
TEST: | ||
HAS_RPN: True | ||
SCALES: [800] | ||
MAX_SIZE: 1333 | ||
RPN_POST_NMS_TOP_N: 1000 | ||
POOLING_MODE: crop | ||
ANCHOR_SCALES: [2,4,8,16,32] |