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Overview
General-purpose datasets serve two primary objectives: (i) evaluating mobility algorithms and (ii) developing and assessing general-purpose AI applications. In the context of mobility algorithms, this pertains to classical robotics tasks such as mapping, localisation, SLAM (Simultaneous Localisation and Mapping), and navigation. Meanwhile, general-purpose AI applications focus on advancing algorithms and feeding decision support systems (DSS) for tasks such as, but not limited to, weed detection, health monitoring, growth and maturity assessment, and yield estimation in areas like arable farming, horticulture, food processing, forestry, and tree management. A significant challenge in developing AI solutions for agricultural robotics lies in the dynamic nature of agricultural environments, which fluctuate with different seasons and weather conditions. To address this, acquiring consistent and periodic data is essential for monitoring these changes effectively. This real-time data collection, often facilitated by ground robots, is crucial for developing efficient algorithms and AI solutions. Such datasets can support the development of sensor-specific techniques or be leveraged to create multisensory algorithms, enabling more accurate and adaptable systems for agricultural applications.
More about the service
Discover more about our service, including how it can benefit you, the delivery process, and the options for customisation tailored to your specific needs!
Our service provides you with high-quality datasets to improve your decision support system (DSS). Without reliable data, it’s hard to give farmers accurate recommendations for tasks like planting, watering, fertilising, and harvesting.
With our datasets, you can make smarter, data-driven decisions. This helps farmers optimise their resources, reduce waste, and improve productivity. In short, we give you the data you need to create better and more effective solutions for agriculture.
With our datasets, you can make smarter, data-driven decisions. This helps farmers optimise their resources, reduce waste, and improve productivity. In short, we give you the data you need to create better and more effective solutions for agriculture.
Our service provides documented datasets, including raw or processed data and analytical reports (if necessary). As data collection is season-dependent, customers should contact us at least two months in advance. Depending on the requirements, it may take weeks to 2–3 months and might require repetitions.
The service could be made available at various locations, subject to the customer’s requirements, terrain, weather, and access permissions. Customers receive the requested dataset with a report, but they must provide clear data requirements and necessary permissions to ensure smooth execution.
The service could be made available at various locations, subject to the customer’s requirements, terrain, weather, and access permissions. Customers receive the requested dataset with a report, but they must provide clear data requirements and necessary permissions to ensure smooth execution.
Our service offers fully customisable equipment, sensors, and environments tailored to the customer’s needs. However, there may be technical limitations related to sensor compatibility or system performance, which will be addressed during the planning phase. Additionally, customers should be aware of any legal or regulatory requirements that may impact the solution, and we will ensure compliance throughout the process.
Location
At user's premises
France
Type of Sector
Arable farming
Food processing
Greenhouse
Horticulture
Tree Crops
Viticulture
Type of service
Data analysis
Data augmentation
Desk assessment
Provision of datasets
Accepted type of products
Other
