Data Factory Use Cases

List by The Data Factory, AI Sweden 306d ago

The Use Case Library for the Data Factory presents a comprehensive collection of use cases where our partners have explored and implemented AI solutions in AI Sweden's Data Factory.

Discover the use cases and get inspired!

This library serves as a valuable resource to showcase the diverse applications of AI in optimizing operations within the Data Factory environment.

By leveraging the experiences and insights gained from our partner collaborations, this library offers valuable insights into the practical implementation and benefits of AI.

	AutoSPADA - A platform for distributed data analytics Project

	Understanding Inorganic Behavior on Twitter: a Machine Learning Approach for Journalistic Applications Thesis Project

	'Grab Them', a deep fake project by Gothenburg Film Studios Project

	Learning Embeddings for Fashion Images Thesis Project

	Towards Federated Fleet Learning Leveraging Unannotated Data Thesis Project

	A Prompting Framework for Natural Language Processing in the Medical Field Thesis Project

	Detection and classification of protected species bycatch in Swedish small-scale fisheries Thesis Project

	Real-time Tracking and Pose Estimation of Guillemots Thesis Project

	Self-Supervised LIDAR-Transformer for Automotive Application Thesis Project

	Efficient deep learning in space. Knowledge distillation and optimization of resource usage in a satellite Thesis Project

	Weighted Ensemble Distillation in Federated Learning with Non-IID Data Thesis Project

	Multi-Modal Learning for Threat Analysis Thesis Project

	Generative Modeling for Melanoma Detection Thesis Project

	Posterior Estimation in Federated Learning Thesis Project

	How much data do we need to start Machine Learning? Thesis Project

	FedVal: Different good or different bad in federated learning Thesis Project

	Federated Minds Project

	The FENIX project Project

	CAN we secure it? Project

	ZenOps Project

	Federated Self-supervised Learning in Computer Vision Thesis Project

	Scaling Federated Learning for Fine-Tuning of Large Language Models Project

	Semi-Supervised Learning for Satellite Maritime Litter Detection PoC/Research

Data Factory Use Cases

AutoSPADA - A platform for distributed data analytics Project

Understanding Inorganic Behavior on Twitter: a Machine Learning Approach for Journalistic Applications Thesis Project

'Grab Them', a deep fake project by Gothenburg Film Studios Project

Learning Embeddings for Fashion Images Thesis Project

Towards Federated Fleet Learning Leveraging Unannotated Data Thesis Project

A Prompting Framework for Natural Language Processing in the Medical Field Thesis Project

Detection and classification of protected species bycatch in Swedish small-scale fisheries Thesis Project

Real-time Tracking and Pose Estimation of Guillemots Thesis Project

Self-Supervised LIDAR-Transformer for Automotive Application Thesis Project

Efficient deep learning in space. Knowledge distillation and optimization of resource usage in a satellite Thesis Project

Weighted Ensemble Distillation in Federated Learning with Non-IID Data Thesis Project

Multi-Modal Learning for Threat Analysis Thesis Project

Generative Modeling for Melanoma Detection Thesis Project

Posterior Estimation in Federated Learning Thesis Project

How much data do we need to start Machine Learning? Thesis Project

FedVal: Different good or different bad in federated learning Thesis Project

Federated Minds Project

The FENIX project Project

CAN we secure it? Project

ZenOps Project

Federated Self-supervised Learning in Computer Vision Thesis Project

Scaling Federated Learning for Fine-Tuning of Large Language Models Project

Semi-Supervised Learning for Satellite Maritime Litter Detection PoC/Research

AutoSPADA - A platform for distributed data analytics
Project

Understanding Inorganic Behavior on Twitter: a Machine Learning Approach for Journalistic Applications
Thesis Project

'Grab Them', a deep fake project by Gothenburg Film Studios
Project

Learning Embeddings for Fashion Images
Thesis Project

Towards Federated Fleet Learning Leveraging Unannotated Data
Thesis Project

A Prompting Framework for Natural Language Processing in the Medical Field
Thesis Project

Detection and classification of protected species bycatch in Swedish small-scale fisheries
Thesis Project

Real-time Tracking and Pose Estimation of Guillemots
Thesis Project

Self-Supervised LIDAR-Transformer for Automotive Application
Thesis Project

Efficient deep learning in space. Knowledge distillation and optimization of resource usage in a satellite
Thesis Project

Weighted Ensemble Distillation in Federated Learning with Non-IID Data
Thesis Project

Multi-Modal Learning for Threat Analysis
Thesis Project

Generative Modeling for Melanoma Detection
Thesis Project

Posterior Estimation in Federated Learning
Thesis Project

How much data do we need to start Machine Learning?
Thesis Project

FedVal: Different good or different bad in federated learning
Thesis Project

Federated Minds
Project

The FENIX project
Project

CAN we secure it?
Project

ZenOps
Project

Federated Self-supervised Learning in Computer Vision
Thesis Project

Scaling Federated Learning for Fine-Tuning of Large Language Models
Project

Semi-Supervised Learning for Satellite Maritime Litter Detection
PoC/Research