utility functions for data explorations and metrics calculation on coco data format
Project description
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 labelsfunction is used to plot and savelabels_correlogram.jpgandlabels.jpgfiles.
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_utilsorpip 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.
Release history Release notifications | RSS feed
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