metadata

language:
  - en
license: cc-by-nc-nd-4.0
task_categories:
  - image-to-image
  - image-classification
  - object-detection
tags:
  - biology
  - code
dataset_info:
  features:
    - name: id
      dtype: int32
    - name: image
      dtype: image
    - name: mask
      dtype: image
    - name: bboxes
      dtype: string
  splits:
    - name: train
      num_bytes: 184108240
      num_examples: 51
  download_size: 183666433
  dataset_size: 184108240

Cows Detection Dataset

The dataset is a collection of images along with corresponding bounding box annotations that are specifically curated for detecting cows in images. The dataset covers different cows breeds, sizes, and orientations, providing a comprehensive representation of cows appearances and positions. Additionally, the visibility of each cow is presented in the .xml file.

The cow detection dataset provides a valuable resource for researchers working on detection tasks. It offers a diverse collection of annotated images, allowing for comprehensive algorithm development, evaluation, and benchmarking, ultimately aiding in the development of accurate and robust models.

Get the Dataset

This is just an example of the data

Contact us via sales@trainingdata.pro or leave a request on https://trainingdata.pro/data-market to discuss your requirements, learn about the price and buy the dataset

Dataset structure

images - contains of original images of cows
boxes - includes bounding box labeling for the original images
annotations.xml - contains coordinates of the bounding boxes and labels, created for the original photo

Data Format

Each image from images folder is accompanied by an XML-annotation in the annotations.xml file indicating the coordinates of the bounding boxes for cows detection. For each point, the x and y coordinates are provided. Visibility of the cow is also provided by the label is_visible (true, false).

Example of XML file structure

Cows Detection might be made in accordance with your requirements.

TrainingData provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets

TrainingData's GitHub: https://github.com/Trainingdata-datamarket/TrainingData_All_datasets