task_categories:image-to-image task_categories:image-classification task_categories:object-detection language:en license:cc-by-nc-nd-4.0 biology code region:us
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.
@InProceedings{huggingface:dataset,
title = {cows-detection-dataset},
author = {TrainingDataPro},
year = {2023}
}
---
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.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2Fc1495731b6dff54b97ba132fc8d36fd9%2FMacBook%20Air%20-%201.png?generation=1692031830924617&alt=media)

# Get the dataset

### This is just an example of the data

Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=cows-detection-dataset) 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
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F7a0f0bd6a019e945074361896d27ee90%2Fcarbon%20(1).png?generation=1692032268744062&alt=media)

# Cows Detection might be made in accordance with your requirements.

## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=cows-detection-dataset) 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**