Detection of multi-shaped cells

Object Detection

Roboflow Universe DLminorG2 Detection of multi-shaped cells

Detection of multi-shaped cells Computer Vision Project

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Here are a few use cases for this project:

  1. Educational Use in Cell Biology: The model can be used in e-learning platforms to teach students about various cell shapes. It can identify different cell classes, making it a valuable tool for interactive and engaging learning.

  2. Medical Research: Researchers can use the model to detect and differentiate between various cell shapes in numerous biological and medical experiments. It might be particularly useful in histology, where understanding cell morphology is crucial.

  3. Quality Control in Laboratory Procedures: In laboratories that handle cell cultures, the model could serve as a tool to keep an eye on cell morphology, assisting in quality control by pointing out cultures that deviate from the expected cell shapes.

  4. Drug Testing: The model could be used in pharmaceutical research for evaluating the impact of drugs on cell morphology. Changes in cell shape could indicate a response to treatment.

  5. Environmental Monitoring: In aquatic environments, the model can be used to identify changes in plankton or other microscopic organisms' cell shapes. Deviations from normal cell shapes could indicate changes in the environment, such as pollution or temperature changes.

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{ detection-of-multi-shaped-cells_dataset,
    title = { Detection of multi-shaped cells Dataset },
    type = { Open Source Dataset },
    author = { DLminorG2 },
    howpublished = { \url{ https://universe.roboflow.com/dlminorg2/detection-of-multi-shaped-cells } },
    url = { https://universe.roboflow.com/dlminorg2/detection-of-multi-shaped-cells },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { apr },
    note = { visited on 2023-12-02 },

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Last Updated

8 months ago

Project Type

Object Detection




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Public Domain