Universe

HarmfulAnimalInTheField Computer Vision Dataset

byProjectsTask:
Object Detection
License:CC BY 4.01.64k views62 downloads
See all 9.8k imagesHarmfulAnimalInTheField animals sample showing InvestigatingHarmfulAnimalInTheField animals sample showing 0HarmfulAnimalInTheField animals sample showing ElephantHarmfulAnimalInTheField animals sample showing ele-crossHarmfulAnimalInTheField animals sample showing 1HarmfulAnimalInTheField animals sample showing elkHarmfulAnimalInTheField animals sample showing EatingHarmfulAnimalInTheField animals sample showing deersHarmfulAnimalInTheField animals sample showing 98HarmfulAnimalInTheField animals sample showing Goat, no_maskHarmfulAnimalInTheField animals sample showing DeerHarmfulAnimalInTheField animals sample showing Goat

About HarmfulAnimalInTheField Dataset

Here are a few use cases for this project:

  1. Agriculture Farm Management: Farmers can use this model to monitor their fields and quickly detect harmful animals that could potentially damage their crops or threaten livestock, thus implementing appropriate measures to prevent any harm. Keywords: Agriculture, Livestock Management, Crop Protection, Pest Detection

  2. Wildlife Conservation: The model can help identify invasive species in protected wildlife areas or national parks, providing useful data for conservation efforts. Keywords: Wildlife Conservation, Invasive Species Detection, Animal Tracking, Biodiversity

  3. Veterinary Research: Veterinarians or animal scientists may use this model to study the behavior of different animal classes in a specific environment, contributing to research on animal behavior. Keywords: Veterinary Research, Animal Behavior, Field Study.

  4. Smart Hunting: Hunters can use this model for ethical hunting practices, ensuring they target only specific species during hunting seasons and protect endangered or non-hunting animals. Keywords: Ethical Hunting, Species Identification, Hunting Season, Wildlife Protection.

  5. Public Safety Monitoring: Local authorities in rural or semi-rural areas can use the model to identify potentially dangerous or harmful animals in public spaces like parks, to ensure the safety of the public. Keywords: Public safety, Animal sighting, Public Parks, Community Surveillance.

Use Free Cow, Elephant and Elephant Detection API

Powered by general detection model

Code
pip install inference-sdk
# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "cow, Elephant, elephant, Chicken, pig"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Run on custom image

Drop an image here or click to upload

Detecting classes:
Or try a test image 

Cite This Project

LicenseCC BY 4.0

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

@misc{ harmfulanimalinthefield_dataset,
  title = { HarmfulAnimalInTheField Dataset },
  type = { Open Source Dataset },
  author = { Projects },
  howpublished = { \url{ https://universe.roboflow.com/projects-fla5a/harmfulanimalinthefield } },
  url = { https://universe.roboflow.com/projects-fla5a/harmfulanimalinthefield },
  journal = { Roboflow Universe },
  publisher = { Roboflow },
  year = { 2023 },
  month = { jul },
  note = { visited on 2026-07-29 },
}

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