insectdetector Computer Vision Project

detectorforinsects

Updated 2 years ago

355

views

28

downloads
Classes (8)
Ant
Beetle
Bug
Fly
Lep
Spider
Wasp
bee

Metrics

Try This Model
Drop an image or
Description

Here are a few use cases for this project:

  1. Pest Detection in Agriculture: With "insectdetector", farmers can track the presence and population of harmful insects on their crops. Regular surveillance can ensure early detection and control of insect-related damage to crops, allowing for timely intervention and increased farm productivity.

  2. Biodiversity Study: Ecologists can use the model to automatically identify and count specific insect populations in certain habitats, helping in assessing and monitoring biodiversity in various ecosystems, which provides vital information for conservation efforts.

  3. Health and Sanitation Surveillance: Public health officials can use this model to identify and track populations of disease-carrying insects (like certain species of flies, mosquitos or ticks), facilitating improved pest control and disease prevention measures.

  4. Pollination Research: Scientists working in environmental research can use this model to track insect species such as bees and certain beetles that play a crucial role in pollination. This can aid in research related to plant growth, food production, and impacts of climate change on these processes.

  5. Household Pest Control: For individual homeowners, this model can serve as an early detection tool for pests like ants, spiders, or insects that may cause damage to homes or gardens. Detection can alert users to take necessary pest control measures.

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

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{
                            insectdetector_dataset,
                            title = { insectdetector Dataset },
                            type = { Open Source Dataset },
                            author = { detectorforinsects },
                            howpublished = { \url{ https://universe.roboflow.com/detectorforinsects/insectdetector } },
                            url = { https://universe.roboflow.com/detectorforinsects/insectdetector },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { aug },
                            note = { visited on 2024-11-23 },
                            }