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photo-tagging's Introduction

Odin Project: Photo Tagging

https://www.theodinproject.com/lessons/node-path-javascript-where-s-waldo-a-photo-tagging-app

Building a photo tagging application via React (create-react-app)

Key Outcomes:

react-router-dom
Firebase - Firestore usage to manage data via a backend
CI via gh-actions
general react practice and improving familiarity

Images: From Google Open Images v6 dataset, data downloaded via FiftyOne

/fiftyone/open-images-v6/validation/

/data/ has all of the images with image-id.jpg /labels/ has all of the annotated labels for each image in csv files. classifications.csv has imageid, source, labelname, confidence detections.csv has imageid, source, labelname, confidence, xmin, xmax, ymin, ymax ignoring the /masks/, relationships.csv, and segmentations.csv files for now.

/metadata/ has specific data around actual label names, the image sources themselves, and additional general info attributes.csv and segmentation_classes.csv and hierarchy.json will be ignored for now. classes.csv has the actual labelname and text association: labelname, classes image_ids.csv has the image ids and associated image metadata: imageid, subset, originalurl, originallandingurl, license, authorprofileurl, author, title, originalsize, originalmd5, thumbnail300kurl, rotation

Deployed via gh-pages at https://aranaris.github.io/photo-tagging

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