Pills Classification Computer Vision Project

Nattarrud Charoennithi

Updated 3 years ago

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Classes (12)
airx
carbon
ckm
kamin
paracetamol
sara
sennaleaf_ouay
senokot
sulidine
telfast
tiffy
tylenol
Description

Here are a few use cases for this project:

  1. Drug Identification App: The Pills Classification model can be integrated into a mobile app to help individuals, specially elderly and visually-impaired individuals, identify their medications to help prevent medication errors.

  2. Aid in Drug Discovery: In the pharmaceutical industry, the model could be used to sort and classify different types of pills during drug discovery and testing phases, making the process more organized.

  3. Pharmacy Automation: Pharmacies could use the model to automatically sort and categorize incoming drugs. In turn, this could minimize human error, improve drug dispensing accuracy, and enhance efficiency at a lower cost.

  4. Poison Control Usage: In cases of inadvertent ingestion of unknown pills, the model can be used to quickly identify the drug for effective treatment recommendations.

  5. Hospital Drug Verification: Hospitals could use the model to verify drugs before being dispensed or given to the patients, thus reducing the chances of human error and potentially dangerous drug mix-ups.

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{
                            pills-classification_dataset,
                            title = { Pills Classification Dataset },
                            type = { Open Source Dataset },
                            author = { Nattarrud Charoennithi },
                            howpublished = { \url{ https://universe.roboflow.com/nattarrud-charoennithi/pills-classification } },
                            url = { https://universe.roboflow.com/nattarrud-charoennithi/pills-classification },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2021 },
                            month = { nov },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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