semangat wisudah Object Detection Dataset and Pre-Trained Model by DIKA FRANATA SITOMPUL

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Explore Dataset

Here are a few use cases for this project:

Coffee Quality Control: "Semangat Wisudah" can be used by coffee industries to ensure the quality of their coffee beans. By identifying specific classes of coffee beans, they can segregate the damaged or imperfect ones like 'berlubang lebih dari satu' (more than one hole), 'biji pecah' (split bean), and 'berlubang satu' (single hole) to maintain the premium quality and consistency of their products.
Agricultural Automation: This computer vision model can be used in automated harvesting machines to separate the quality beans from the damaged ones during the harvesting process, speeding up the harvesting process and reducing labor cost.
Coffee Roasters: For coffee roasters, using this model could help in obtaining a consistent coffee roast. By filtering out the beans that have holes or are split, they can ensure that all beans are roasted equally, enhancing the flavor of the final product.
Coffee Research: Researchers who study coffee beans and their quality can use this model to quickly identify and categorize the different types of beans they are dealing with, thus supporting their research and analysis process.
Coffee Trading: The model can be used by coffee traders or salespersons to ensure the beans they are buying or selling are of high quality. Through quick detection of the imperfect beans, they can establish the true value of the coffee bag they are dealing with.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite this Project

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

@misc{ semangat-wisudah_dataset,
    title = { semangat wisudah Dataset },
    type = { Open Source Dataset },
    author = { DIKA FRANATA SITOMPUL },
    howpublished = { \url{ https://universe.roboflow.com/dika-franata-sitompul-bgh9l/semangat-wisudah } },
    url = { https://universe.roboflow.com/dika-franata-sitompul-bgh9l/semangat-wisudah },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { mar },
    note = { visited on 2023-12-05 },
}