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Mobiusi/Fennel-Crop-Growth-Monitoring-Dataset

Fennel Crop Growth Monitoring Dataset Currently, the agricultural sector faces challenges such as the lack of high-precision data and real-time monitoring in crop growth monitoring. Traditional monitoring methods often rely on manual observation, which is inefficient and prone to errors. Existing solutions are limited in terms of data update speed and accuracy, failing to meet the precision and timeliness demands of modern agriculture. The construction of this dataset aims to… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Fennel-Crop-Growth-Monitoring-Dataset.

sourceHugging Facecc-by-nc-sa-4.0updated 7mo agoView on Hugging Face

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Dataset Card

Fennel Crop Growth Monitoring Dataset

Currently, the agricultural sector faces challenges such as the lack of high-precision data and real-time monitoring in crop growth monitoring. Traditional monitoring methods often rely on manual observation, which is inefficient and prone to errors. Existing solutions are limited in terms of data update speed and accuracy, failing to meet the precision and timeliness demands of modern agriculture. The construction of this dataset aims to solve the problems of image recognition and classification in object detection by providing high-quality fennel crop growth monitoring data, meeting the data needs in agricultural production. Data collection uses drone aerial photography techniques with high-resolution cameras, capturing images at different growth stages and under different environmental conditions. To ensure data quality, multiple rounds of annotation and consistency checks were implemented, and the data was reviewed by agricultural experts. The data is stored in JPG format, organized by time and growth stage, to facilitate subsequent analysis and model training.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
fenugreekplantstage	string	Indicates the growth stage of the fenugreek plant, such as seedling stage, flowering stage, etc.
leafhealthstatus	string	Describes the health condition of the leaf, such as healthy, diseased, pest damage, etc.
plant_height	float	Measures the vertical height of the plant from the base to the top (in centimeters).
plant_density	integer	The number of plants per unit area visible in the image.
flower_count	integer	The total number of flowers visible in the image.
soil_condition	string	Describes the condition of the soil surface, such as dry, moist, muddy, etc.
weather_conditions	string	The weather conditions at the time of image capture, such as sunny, overcast, rainy, etc.
light_intensity	float	The light intensity at the time of capturing, usually measured in lumens (lux).

Compliance Statement

<table> <tr> <td>Authorization Type</td> <td>CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)</td> </tr> <tr> <td>Commercial Use</td> <td>Requires exclusive subscription or authorization contract (monthly or per-invocation charging)</td> </tr> <tr> <td>Privacy and Anonymization</td> <td>No PII, no real company names, simulated scenarios follow industry standards</td> </tr> <tr> <td>Compliance System</td> <td>Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs</td> </tr> </table>

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com