|
|
--- |
|
|
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 **[[email protected]](mailto:[email protected])** or leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market?utm_source=huggingface)** 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 |
|
|
.png?generation=1692032268744062&alt=media) |
|
|
|
|
|
# Cows Detection might be made in accordance with your requirements. |
|
|
|
|
|
## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** 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** |
