Pandas DataFrame inspector for images with boxes
To install use pip:
$ pip install dfimspect
$ jupyter nbextension enable --py --sys-prefix dfimspect
For a development installation (requires npm),
$ git clone https://github.com/florisdf/df-imspect-widget.git
$ cd df-imspect-widget
$ pip install -e .
$ jupyter nbextension install --py --symlink --sys-prefix dfimspect
$ jupyter nbextension enable --py --sys-prefix dfimspect
import dfimspect
dfimspect.ImBox(df=dataframe,
img_col='column_with_image_paths',
box_col='column_with_boxes')The DataFrame instance contains data like this:
| column_with_image_paths | column_with_boxes | some_info | extra_info |
|---|---|---|---|
| '/home/john/Pictures/IMG_1.jpg' | Box(0, 1, 10, 5) |
'Dirk' | 0.9 |
| '/home/john/Pictures/IMG_1.jpg' | Box(20, 100, 120, 210) |
'Erik' | 0.85 |
| '/home/john/Pictures/IMG_2.jpg' | Box(20, 100, 120, 210) |
'Sandra' | 0.89 |
Where Box is an instance implementing the flutil.shape Box class.