voxel51/fiftyone

[FR] Add Vertex AI importer and exporter format

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#2,049 opened on Sep 1, 2022

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Description

Vertex AI provides specific formats for classification and detection datasets used to train models which would be valuable to add to FiftyOne as an exporter. Additionally, they provide prediction formats that could be turned into a FiftyOne importer or Vertex AI utility similar to COCO or YOLO utils to add predictions.

Contributor guide

Research direction
Study Vertex AI dataset format documentation and examine FiftyOne's existing COCO exporter/importer code to implement similar functionality.
Tech stack
python
Domain
computer vision
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50