Objective
DELTA is the first system to perform high-resolution, safety-critical racking damage detection directly on-drone, under strict compute and bandwidth constraints, in a fully autonomous fashion. Unlike conventional inspection methods that rely on manual checks, DELTA executes full 2D/3D inference on resource-constrained drone hardware (<1 GB RAM, <100 ms latency, <0.5 Mbps uplink), ensuring compliance with warehouse safety standards (EN 15635 and ANSI/RMI MH16.1).
The system’s breakthrough lies in its domain-specific mid-training pipeline: Verity’s fleet generates ~0.5M unlabeled images per day across 150+ facilities. This proprietary stream is used for large-scale mid-training, before fine-tuning on 10k+ expert-labeled cases from IKEA. This combination—normally reserved for foundation-model labs—enables robust generalization across facilities and delivers rare-class recall levels.
To handle the scale and variability of warehouse operations, DELTA integrates advanced spatial intelligence and attention mechanisms: adaptive capture, ROI prioritization, and cascaded defect detectors exploit the repetitive rack geometry, focusing compute only on defect-critical regions. A continuous active-learning loop allows the fleet to improve at each flight, with uncertain detections flagged for expert review and injected back into training.
The result is a fully autonomous inspection swarm that navigates live warehouses without GPS, self-charges, and synchronizes flights, while fog nodes provide multi-drone 3D fusion and the cloud supports retraining and drift analytics. Inspection results feed into a digital twin of the warehouse, integrated into existing WMS systems to provide predictive risk insights and compliance traceability.
By uniting inventory automation and racking inspection in one platform, DELTA lowers adoption costs and sets a new benchmark for warehouse safety. With IKEA as a pilot partner, Verity is positioned to become the global leader in warehouse automation.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- social sciences sociology industrial relations automation
- natural sciences mathematics pure mathematics geometry
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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HORIZON.3.1 - The European Innovation Council (EIC)
MAIN PROGRAMME
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
HORIZON-EIC-ACC - HORIZON EIC Accelerator
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) HORIZON-EIC-2025-ACCELERATOR-02
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
8050 Zürich
Switzerland
The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.