Agri Dataset generation
Summary
Automated agricultural generated datasets and model validation datasets
S00006
Version: 1.7
- arable farming
- horticulture
- data augmentation
- provision of datasets
- data
- other (including: nothing)
- Location: in Belgium
- Offered by: ILVO
Description
The use of AI in computer vision applications offers a lot of potential to increase efficiency and sustainability of primary crop production. In contrast to traditional approaches, the focus shifts from feature engineering towards the acquisition of large, balanced datasets of images and corresponding labels. Through the use of autonomous robots and drones, we offer in this service the possibility to acquire large datasets for different crops, in different growth stages, weed pressures, lighting conditions etc. From this, different convolutional neural networks can be applied for different approaches (e.g. object detection, segmentation, etc).