Services

When you’re developing an AI-based solution, you need to assess its accuracy and its reliability. Whether it is for detection or prevision purposes, we can compare the outcomes of AI with ground truth and measure the accuracy of the detection or prevision of an AI-based model. If the model needs improvements, we can provide new datasets; see S00102.

AI model training

Data analysis

Data labelling for AI detection purposes in the vineyard

You can provide your own dataset, without labels, or ask us to build the dataset and label it so you can train an AI model. Labelling can be made with your own tools or not, online or offline, it can be segregation or segmentation.

Data augmentation

Provision of datasets for AI training in real vine-growing conditions

If you already have an AI-based project in the viticulture field but need more data to enhance your model, we can provide you with tailor-made datasets thanks to our experimental vineyard and its great diversity in terms of grape varieties, soil conditions, and moisture at different periods of the canopy growth. Datasets can concern vines, grapes, juices, and even wine.

AI model training

Data augmentation

Provision of datasets

Provision of support and expertise for robotic developments and testings in vineyards

You will have access to feedback on your prototype or about your project, technical and economical references, and a global approach on the use-case level. You can also access vineyards and other facilities to try different options and get more feedback. Finally, you will have access to focus groups with viticulturists to validate your choices.

Test design

Test execution

Test setup

Validation of AI- or robotic-based solutions for vineyard management: provision of dedicated and private experimentation facilities on a real vineyard

Install your robotic or AI solution on a real vineyard to assess its performance or to foster its development with storage and workshop facilities. Benefit from our accompaniment and our guidance to find the better spots in the vineyard according to your experimental needs. We define the requirements together before you arrive and book for you the parcels and the workshop. We give you detailed information about the soil and all operations in the vineyard so you can choose the best spot to conduct your developments. You will be advised and get feedback on how your solution works.

Performance evaluation

Viticulture expertise for data collection on AI issues