Pongleng Computer Vision Project

Maturity level of Chili

Updated 3 years ago

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Classes (3)
Half-ripe
Ripe
Unripe

Metrics

mAP
85.3%
Precision
85.0%
Recall
83.1%
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Description

Here are a few use cases for this project:

  1. Use Case: Harvest Optimization
    Brief: Farmers and agricultural businesses could use the Pongleng model for their harvesting process. By assessing the maturity level of their crops, it could tell them whether or not a vegetable is ripe and ready for harvest. This can lead to more efficient crop yield and reduce wastage.

  2. Use Case: Supermarket Quality Control
    Brief: Supermarkets could implement the Pongleng model to automate the process of assessing the quality and freshness of fruits and vegetables. Such checks can ensure that customers always get the best quality produce, leading to enhanced customer satisfaction.

  3. Use Case: Food Processing Industry
    Brief: Companies in the food processing industry could use the Pongleng model to sort raw materials based on their ripeness. This can fine-tune the production process to achieve the desired end product quality and consistency.

  4. Use Case: Automated Greenhouse Management
    Brief: The Pongleng model could be used in automated greenhouse systems to monitor and assess the maturity level of fruits and vegetables. This information could be used to optimize irrigation, lighting, and harvesting times for each plant, enabling precise and productive farming.

  5. Use Case: Home Gardening Assistance
    Brief: A mobile application powered by Pongleng can assist home gardeners, helping them identify the ripeness of their fruits and vegetables. This can guide them on the right time to harvest, leading to better-quality produce.

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        
@misc{ pongleng_dataset, title = { Pongleng Dataset }, type = { Open Source Dataset }, author = { Maturity level of Chili }, howpublished = { \url{ https://universe.roboflow.com/maturity-level-of-chili/pongleng } }, url = { https://universe.roboflow.com/maturity-level-of-chili/pongleng }, journal = { Roboflow Universe }, publisher = { Roboflow }, year = { 2022 }, month = { may }, note = { visited on 2025-03-07 }, }