Patricio Montemayor


Object Detection

Deteccion_de_Pencas Computer Vision Project


400 images
Explore Dataset

Here are a few use cases for this project:

  1. Crop Management: This model can be used by farmers or agriculturists to identify different stages of Nopales cactus growth and manage their crops more effectively. They can recognize when the plant is producing Tunarotation (fruit), Florrotation (flower), or is in the Nopalrotation or Pencarotation (leaf) stage.

  2. Botanical Research: Researchers studying the Nopales cactus or similar species can use this model to aid their examination of plant life cycles, biodiversity, and morphological changes.

  3. Automated Harvesting: Harvesting machines can use this model to identify the optimal time for picking Tuna (the fruit of the Nopales cactus), ensuring that the fruit is collected when it is perfectly ripe.

  4. Ecological Monitoring: Environmental agencies can use this model to monitor and track the health and proliferation of Nopales cacti in a certain area, assisting in efforts to maintain biodiversity and monitor climate change effects.

  5. Educational Applications: The model can be integrated into interactive learning tools or mobile apps to teach students or enthusiasts about the lifecycle of Nopales cacti, the importance of different plant parts, and their roles in the plant's growth and reproduction.

Cite this Project

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

@misc{ deteccion_de_pencas_dataset,
    title = { Deteccion_de_Pencas Dataset },
    type = { Open Source Dataset },
    author = { Patricio Montemayor },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { may },
    note = { visited on 2023-12-03 },

Find utilities and guides to help you start using the Deteccion_de_Pencas project in your project.

Last Updated

7 months ago

Project Type

Object Detection




Florrotation, Nopalrotation, Pencarotation, Tunarotation

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CC BY 4.0