https://github.com/tushar2704/plant_seedling_classification

This project focuses on the classification of plant seedlings using deep learning techniques. The goal is to develop a model that can accurately identify different types of plant species or determine the health status of seedlings based on input images.
https://github.com/tushar2704/plant_seedling_classification

artificial-intelligence classification data-science image-processing project python tushar2704

Last synced: 8 months ago
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This project focuses on the classification of plant seedlings using deep learning techniques. The goal is to develop a model that can accurately identify different types of plant species or determine the health status of seedlings based on input images.

• Host: GitHub
• URL: https://github.com/tushar2704/plant_seedling_classification
• Owner: tushar2704
• License: apache-2.0
• Created: 2023-08-10T11:57:00.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-08-10T15:11:56.000Z (about 2 years ago)
• Last Synced: 2024-12-27T08:16:40.193Z (10 months ago)
• Topics: artificial-intelligence, classification, data-science, image-processing, project, python, tushar2704
• Language: Jupyter Notebook
• Homepage: https://tushar-aggarwal.com
• Size: 970 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Plant Seedling Classification

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## Overview

This project focuses on the classification of plant seedlings using deep learning techniques. The goal is to develop a model that can accurately identify different types of plant species or determine the health status of seedlings based on input images.

### Web App comming soon!

## Dataset

Dataset include 4430 files belonging to 12 classes. Dataset is publicly available [here](https://vision.eng.au.dk/?download=/data/WeedData/NonsegmentedV2.zip)

## Getting Started

The list of Species is as follows:

    Black-grass ,Charlock Cleavers, Common Chickweed ,Common wheat ,Fat Hen, Loose Silky-bent ,Maize, Scentless Mayweed, Shepherds Purse, Small-flowered Cranesbill ,Sugar beet

This is an plant seedling classification.I used transfer learning to classify images. The goal is to develop a model that can give more accuracy on the different species of plant.

## License

This project is licensed under the [MIT License](LICENSE).

## Author

- ©2023 Tushar Aggarwal. All rights reserved

- [LinkedIn](https://www.linkedin.com/in/tusharaggarwalinseec/)

- [Medium](https://medium.com/@tushar_aggarwal) 

- [Tushar-Aggarwal.com](https://www.tushar-aggarwal.com/)

- [New Kaggle](https://www.kaggle.com/tagg27) 

## Contact me!

If you have any questions, suggestions, or just want to say hello, you can reach out to us at [Tushar Aggarwal](mailto:info@tushar-aggarwal.com). We would love to hear from you!