Robusta or Arabica Computer Vision Project

aefnattanon

Updated 2 years ago

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Classes (2)
Arabica
Robusta
Description

Here are a few use cases for this project:

  1. Coffee Quality Control: Utilize the "Robusta or Arabica" model in coffee processing plants and factories to automatically sort and separate the different types of coffee beans, ensuring that only the desired variety is used in a specific blend or product.

  2. Crop Monitoring and Management: Integrate the model into drones or robotic systems used for monitoring coffee plantations to identify and map the distribution of Arabica and Robusta plants, helping farmers optimize their cultivation practices and manage their crops more effectively.

  3. Educational Tool: Include the "Robusta or Arabica" model as part of an interactive educational application or exhibit in coffee museums, cafes, or coffee industry events, allowing visitors to learn about the visual differences between the two types of coffee beans and the diversity of the coffee world.

  4. Coffee Traceability and Authentication: Implement the model within traceability systems to verify the authenticity of coffee beans and help prevent fraudulent labeling or mixing of different types of beans, ensuring that consumers receive the product they expect and supporting ethical and sustainable production.

  5. Coffee Market Analysis: Use the model to analyze and compare the visual quality of coffee beans at auctions or in marketplaces, providing a data-driven approach to assess the value and desirability of different lots of coffee, supporting market transparency and efficient pricing.

Supervision

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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{
                            robusta-or-arabica_dataset,
                            title = { Robusta or Arabica Dataset },
                            type = { Open Source Dataset },
                            author = { aefnattanon },
                            howpublished = { \url{ https://universe.roboflow.com/aefnattanon/robusta-or-arabica } },
                            url = { https://universe.roboflow.com/aefnattanon/robusta-or-arabica },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { aug },
                            note = { visited on 2024-12-03 },
                            }