Giter Club home page Giter Club logo

marinto-richee / ai-image-annotation Goto Github PK

View Code? Open in Web Editor NEW
1.0 1.0 0.0 30.3 MB

An intuitive Python tool for annotating images with bounding boxes. Easily assign custom classes to objects and save annotations. Includes AI model integration for automated annotation. Perfect for streamlining computer vision projects. classes to these objects, and save annotations.

License: MIT License

Jupyter Notebook 96.11% Python 3.89%
ai autodistill autodistill-grounding-dino deep-learning grounding-dino image-annotation-tool opencv tkinter-gui

ai-image-annotation's Introduction

AI Image Annotator ๐Ÿ–ผ๏ธ

The AI Image Annotator is a Python application built with tkinter for annotating images with bounding boxes representing objects detected in the images. It also provides functionality to annotate images using an AI model for object detection.

Features โœจ

  • Load and display images for annotation.
  • Draw bounding boxes around objects in images.
  • Annotate images with custom classes and colors.
  • Annotate images manually or with the assistance of an AI model.
  • Save annotations in YOLO Format.

Requirements ๐Ÿ› ๏ธ

  • autodistill
  • autodistill_grounding_dino
  • matplotlib
  • Pillow
  • roboflow

Usage ๐Ÿš€

  1. Clone the repository.
  2. Install the required packages using the following command:
pip install -r requirements.txt
  1. Run the application using the following command:
  • For CSV output:
python AI_annotation_csv.py
  • For YOLOV8 output:
python AI_annotation_yolov8.py
  1. Load an image using the "Load Image" button.
  2. Annotate the image by drawing bounding boxes around objects.
  3. Save the annotations in YOLO format using the "Save Annotations" button.

License ๐Ÿ“

This project is licensed under the MIT License. See the LICENSE file for details.

ai-image-annotation's People

Contributors

marinto-richee avatar

Stargazers

 avatar

Watchers

 avatar

ai-image-annotation's Issues

Getting errors while installing dependencies

I'm getting multiple errors while executing pip install -r requirements.txt:

  1. All of the packages that look like 'C:\\home\\conda\\feedstock_root\\build_artifacts\\asttokens_1698341106958\\work' give the error: ERROR: Could not install packages due to an OSError: [Errno 2] No such file or directory:

  2. The package pywin32==227 gives the error:
    ERROR: Could not find a version that satisfies the requirement pywin32==227 (from versions: 303, 304, 305, 306) ERROR: No matching distribution found for pywin32==227

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.