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*): Make demo.py and demo_pb.py both run. #283

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*): Make demo.py and demo_pb.py both run. #283

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13 changes: 9 additions & 4 deletions lib/rpn_msr/proposal_layer_tf.py
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Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,11 @@ def proposal_layer(rpn_cls_prob_reshape, rpn_bbox_pred, im_info, cfg_key, _feat_

"""
# cfg_key=cfg_key.decode('ascii')
try:
cfg_key=cfg_key.decode('ascii')
except AttributeError:
pass

_anchors = generate_anchors(scales=np.array(anchor_scales))#生成基本的9个anchor
_num_anchors = _anchors.shape[0]#9个anchor

Expand All @@ -51,10 +56,10 @@ def proposal_layer(rpn_cls_prob_reshape, rpn_bbox_pred, im_info, cfg_key, _feat_
assert rpn_cls_prob_reshape.shape[0] == 1, \
'Only single item batches are supported'

pre_nms_topN = cfg[cfg_key].RPN_PRE_NMS_TOP_N#12000,在做nms之前，最多保留的候选box数目
post_nms_topN = cfg[cfg_key].RPN_POST_NMS_TOP_N#2000，做完nms之后，最多保留的box的数目
nms_thresh = cfg[cfg_key].RPN_NMS_THRESH#nms用参数，阈值是0.7
min_size = cfg[cfg_key].RPN_MIN_SIZE#候选box的最小尺寸，目前是16，高宽均要大于16
pre_nms_topN = cfg[cfg_key].RPN_PRE_NMS_TOP_N #12000,在做nms之前，最多保留的候选box数目
post_nms_topN = cfg[cfg_key].RPN_POST_NMS_TOP_N #2000，做完nms之后，最多保留的box的数目
nms_thresh = cfg[cfg_key].RPN_NMS_THRESH #nms用参数，阈值是0.7
min_size = cfg[cfg_key].RPN_MIN_SIZE #候选box的最小尺寸，目前是16，高宽均要大于16
#TODO 后期需要修改这个最小尺寸，改为8？

height, width = rpn_cls_prob_reshape.shape[1:3]#feature-map的高宽
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