Farmer Planting Pose Keypoint Dataset
#pose recognition #object detection #agricultural monitoring #crop growth analysis #precision agriculture
- 15000 records
- 1.8G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-06-17
AI Analysis & Value Prop
In the current agricultural industry, the demand for precision agriculture is increasing. However, the technology for monitoring and analyzing farmer planting poses is still insufficient. Existing solutions often rely on manual observation, which is inefficient and prone to errors, unable to meet the needs of efficient agricultural production. This dataset aims to provide high-quality farmer planting pose keypoint data to overcome the limitations of traditional monitoring methods and meet the need for real-time analysis of crop growth conditions. Data collection is performed using high-resolution cameras, capturing images in different planting environments to ensure data diversity and representativeness. We have implemented strict quality control measures, including multiple rounds of labeling and consistency checks, to ensure data accuracy and reliability. The data is stored in JPEG format, organized by image ID for easy subsequent processing and analysis.
Dataset Insights
Sample Examples
dd71fb0f**.jpg|6000*4000|7.88 MB
633af30d**.jpg|6000*4000|7.18 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| farmer_position | string | The approximate position of the farmer during planting, such as squatting, standing, etc., in the image. |
| activity_intensity | float | The estimated intensity of planting activity based on posture keypoints and movement range. |
| weather_conditions | string | Inferred weather conditions from the image analysis, such as sunny or cloudy. |
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 is the Farmer Planting Pose Keypoint Dataset?
- The Farmer Planting Pose Keypoint Dataset is an image dataset used for identifying and detecting keypoints of farmers' poses during planting processes.
- What are the uses of the Farmer Planting Pose Keypoint Dataset?
- This dataset supports the development of precision agriculture by locating and analyzing farmers' planting poses, thereby improving the efficiency and safety of agricultural activities.
- How to use the Farmer Planting Pose Keypoint Dataset for object detection?
- Computer vision techniques can be employed to train models with this dataset, enabling automatic detection and analysis of farmer planting poses.
- What is the source of the Farmer Planting Pose Keypoint Dataset?
- The dataset is sourced from real agricultural production scenarios, including images of various planting activities by farmers.
- What is the significance of the Farmer Planting Pose Keypoint Dataset for precision agriculture?
- By precisely detecting and analyzing planting pose keypoints, the dataset helps optimize planting processes, increase output efficiency, and reduce human resource wastage.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Farmer Planting Pose Keypoint Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/9a4be22b6f1b25362cbdc028e0177bac},
urldate={2025-09-15},
keywords={agricultural dataset, object detection dataset, farmer pose recognition, precision agriculture data},
version={1.0}
}Using this in research? Please cite us.
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