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hyper_params are shared among all callers --> Fix #24

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hyper_params are shared among all callers --> Fix #24

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3 changes: 2 additions & 1 deletion utils/train_utils.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
import tensorflow as tf
import math
from utils import bbox_utils
import copy

RPN = {
"vgg16": {
Expand Down Expand Up @@ -39,7 +40,7 @@ def get_hyper_params(backbone, **kwargs):
hyper_params[key] = value
#
hyper_params["anchor_count"] = len(hyper_params["anchor_ratios"]) * len(hyper_params["anchor_scales"])
return hyper_params
return copy.deepcopy(hyper_params)

def get_step_size(total_items, batch_size):
"""Get step size for given total item size and batch size.
Expand Down