Cattle Detection Dataset
#target detection #image recognition #agricultural monitoring #livestock management #intelligent farming
- 5000 records
- 1.5G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-04-17
AI Analysis & Value Prop
The current agriculture industry faces issues of low efficiency in cattle monitoring and management, especially in large-scale farms. Traditional manual monitoring methods are not only time-consuming but also prone to errors. Existing solutions often rely solely on simple sensor data, lacking comprehensive visual recognition capabilities. The cattle detection dataset aims to solve this technical bottleneck by providing high-quality image data to assist researchers and developers in training more accurate target detection models. During the dataset construction process, we used drones and high-definition cameras to collect data in real-world environments. Through multiple rounds of annotation and expert review, we ensure the quality and accuracy of the data. Data storage uses JPEG format to facilitate subsequent processing and analysis.
Dataset Insights
Sample Examples
0d9ea7e8**.jpg|4000*5000|3.52 MB
7af6a885**.jpg|6192*4128|5.58 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| cow_count | int | The number of cows detected in the image. |
| cow_breeds | json | The breed classification of the detected cows. |
| scene_type | string | The type of scene in the image, such as pasture or barn. |
| lighting_conditions | string | The lighting conditions during the image capture. |
Compliance Statement
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What agricultural applications is the Cattle Detection Dataset suitable for?
- The Cattle Detection Dataset can be used for real-time monitoring and management of cattle herds in agriculture, helping farmers to improve pasture efficiency.
- What types of images does the Cattle Detection Dataset include?
- The Cattle Detection Dataset includes images of cattle from various angles and environments to ensure high-accuracy detection under different conditions.
- How can the Cattle Detection Dataset be used for model training?
- The Cattle Detection Dataset can be used to train object detection models, improving the model's accuracy in recognizing cattle through annotated images.
- What are the advantages of the Cattle Detection Dataset?
- The dataset provides high-quality images and precise annotations, making it especially suitable for agricultural monitoring applications that require high accuracy and stability.
- How does the Cattle Detection Dataset improve farm monitoring efficiency?
- Models trained with this dataset can automatically monitor and report the status of cattle herds, reducing the time and resource consumption of manual monitoring.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Cattle Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/18e62880db789ab21304b6197dc1c418},
urldate={2025-09-15},
keywords={cattle detection, target detection dataset, agricultural monitoring, intelligent farming},
version={1.0}
}Using this in research? Please cite us.
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