python-geeks/Automation-scripts

Custom Image Tagger Tool

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#1,012 opened on Jan 1, 2025

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Description

Script Title - Custom Image Tagger Tool

Brief - I wanted to add in a small lightweight image annotator which rather than focusing on creating bounding boxes just gives a heading to an image. Rather than heavy tools like CVAT this could be useful for just giving simple headings like cats/dogs and later saved in a csv file. This would be useful for annotation tasks for dataset creation for machine learning.

Programming Language

  • Python

Contributor guide

Research direction
Create a Python script that loads images from a directory, displays each image, accepts a label input, and writes image path and label to a CSV file.
Tech stack
python
Domain
datamachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
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
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
80