coco_utils
A set of utility functions to process object detection (coco) datasets.
Summary
-
COCO wrapper, Use coco_utils COCO function which has extra properties like
label_counts
,label_presence
,img_wise_counts
,label_names
,label_names_available
,count_images
.
from coco_utils.coco import COCO
x = COCO("data/annotations/instances_val2017.json")
-
plot labels
function is used to plot and savelabels_correlogram.jpg
andlabels.jpg
files.
from coco_utils.plots import plot_coco_labels
loc = "data/annotations/instances_val2017.json"
plot_coco_labels(loc, "data/outputs/")
Summary of set up
- Clone the repo and do
poetry install
. To install poetry on your system/server.
How to run tests ?
- TODO
How to use ?
-
poetry add coco_utils
orpip install coco_utils
Deployment instructions
-
poetry build
&poetry publish
Who do I talk to?
Repo owner or admin
- Prakash Vanapalli
Other community or team contact.