BlackBG Computer Vision Project

Rice

Updated 3 months ago

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Classes (10)
Blacktip
Broken Chalky Damaged
Dehusked
Healthy-1211
Immature
Inorganic Foreign Material
Organic Foreign Material
Red Grain

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Description

Here are a few use cases for this project:

  1. Quality Control in Rice Production: Use "BlackBG" to automatically scan rice during production, packaging, or post-harvest processing. Identify undesirable rice grains such as broken, immature, damaged, or discolored, and sort them out to improve the overall quality of the final product.

  2. Precision Agriculture: Integrate "BlackBG" into agricultural machinery or drones to monitor rice crops during growth, identify signs of stress or disease (e.g., dense areas of red grains or blacktip), and apply targeted treatments or interventions to optimize crop yield and quality.

  3. Food Safety Inspection: Utilize "BlackBG" for detecting foreign material, both organic and inorganic, in rice samples. Help inspectors quickly identify potential contaminants or safety hazards, enabling a more efficient and thorough inspection process.

  4. Consumer Applications: Develop an app or device based on the "BlackBG" model for home or small business use, allowing consumers to assess the quality of rice they purchase or produce. Empower them to make informed decisions about their rice consumption or storage practices.

  5. Educational Tool: Implement "BlackBG" in e-learning platforms, agricultural training programs, and research institutions to teach students about different rice classes and their characteristics. Enhance learning experiences and provide a practical, cutting-edge resource for students studying agriculture, biology, or food science.

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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{
                            blackbg-lnenw_dataset,
                            title = { BlackBG Dataset },
                            type = { Open Source Dataset },
                            author = { Rice },
                            howpublished = { \url{ https://universe.roboflow.com/rice-rwmyq/blackbg-lnenw } },
                            url = { https://universe.roboflow.com/rice-rwmyq/blackbg-lnenw },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { sep },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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