Asset Type
ML Model
Memory-based Multi-Source Meta-Learning (M3L)
A framework to train a generalizable model for unseen domains.
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Asset Type
ML Model
Deep Micro-Dictionary Learning and Coding Network
In Deep Micro-Dictionary Learning and Coding Networks fundamental convolutional layers are replaced by novel compound dictionary learning and coding layers.
Asset Type
ML Model
Whitening for Self-Supervised Representation Learning
A new loss function for self-supervised representation learning, which is based on the whitening of the latent space features.
Asset Type
Executable
JedAI
The Force Behind Entity Resolution. Perform State Of The Art Entity Resolution With The Java Generic Data Integration Toolkit.
Asset Type
Dataset
AI4Agriculture Grape Dataset
A collection of 250 images taken in a vineyard in Ribera de Duero, annotated using bounding boxes, to train and validate object detection models.
Asset Type
Docker container
AI4Agriculture Counting Model
A computer vision model to automatically detect grape bunches in vineyard pictures.
Asset Type
Docker container
Ai4agricuture NDVI component
An algorithm to rectify NDVI measurements from sentinel 2 images.
Fraunhofer IAIS
Asset Type
Docker container
Entity Recognizer
Deep learning based extraction of named entities from text documents.
Asset Type
Docker container
AI4Agri pilot GUI
A docker container including the GUI of the AI4AGRI pilot, providing access to all the different components developed in that pilot.