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Add Hub results.pandas() method #2725

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merged 7 commits into from
Apr 7, 2021
Merged

Add Hub results.pandas() method #2725

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bfba802
Add Hub results.pandas() method
glenn-jocher Apr 6, 2021
ccbe7de
Update comments
glenn-jocher Apr 7, 2021
2ff0dfb
apply decorators
glenn-jocher Apr 7, 2021
dd710dd
PEP8
glenn-jocher Apr 7, 2021
49563c7
Update common.py
glenn-jocher Apr 7, 2021
af52afa
pd.options.display.max_columns = 10
glenn-jocher Apr 7, 2021
69771d7
Update common.py
glenn-jocher Apr 7, 2021
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Update common.py
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@glenn-jocher
glenn-jocher authored Apr 7, 2021
commit 69771d7e24feab5e7515c41ce4b893fc8040f717
4 changes: 2 additions & 2 deletions models/common.py
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Expand Up @@ -350,12 +350,12 @@ def render(self):
return self.imgs

def pandas(self):
# return detections as pandas DataFrames
# return detections as pandas DataFrames, i.e. print(results.pandas().xyxy[0])
new = copy(self) # return copy
ca = 'xmin', 'ymin', 'xmax', 'ymax', 'confidence', 'class', 'name' # xyxy columns
cb = 'xcenter', 'ycenter', 'width', 'height', 'confidence', 'class', 'name' # xywh columns
for k, c in zip(['xyxy', 'xyxyn', 'xywh', 'xywhn'], [ca, ca, cb, cb]):
a = [[x + [self.names[int(x[5])]] for x in x.tolist()] for x in getattr(self, k)] # updated attribute
a = [[x[:5] + [int(x[5]), self.names[int(x[5])]] for x in x.tolist()] for x in getattr(self, k)] # update
setattr(new, k, [pd.DataFrame(x, columns=c) for x in a])
return new

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