Computer Vision & AI Use Cases for Industry 4.0
Disruptive Vision AI applications
Computer Vision & AI: One step closer to human-like intelligence
Manufacturing and warehouse management is a highly complicated process. Each business has its own visual environment, products, and challenges (dust, temperature, vibrations, etc.), as well as its custom needs. It comes as no surprise that a recent research from McKinsey & Company, in 2020 revealed that 74% of respondents claimed that they have not yet successfully scaled Industry 4.0. This means they are relying on post-event analytics to understand the efficiency of their operations with no ability to see real-time optimization and provide predictive failure intelligence!
Computer Vision & AI for Industry 4.0: A cross-field, holistic, edge-AI approach that can transform bounding boxes to real-world systems:
- Short time to market
- Adaptability, scalability and repeatability
- Collaboration, coordination
The applications.
Businesses that have a physical presence of people and objects, such as warehouses, docking areas, construction sites can benefit from accurate warehouse management solutions, real time supply-chain management and inventory monitoring, process automation and smart logistics. Warehouse and Logistics vision-based AIoT sensors provide scalable solutions to the real-world pain points of pallet/parcel/space monitoring, truck loading monitoring, forklift/vehicle/fleet monitoring, employee PPE detection/safety, product QA, operations analytics.
Download the Use Cases
In this Use Case we present how Irida Labs’ PerCV.ai platform for on-device Computer Vision Intelligence is utilized to build efficient, robust and scalable Industry 4.0 solutions that employ computer vision and AI at the edge, run in real time and rely solely on our proprietary ML engine.
pallets, inventory, forklifts, trucks, PPE compliance, workstation occupancy
surface defects, printing accuracy, quality assurance, conveyor belts
QR Detection, Real-Time Decoding, 3-Axis Tolerance
helmets, hard hats, vests, worker classification, safety logs & analytics
forklifts, jack lifts, trucks, loading process, people proximity
Pallets, packages, loading process monitoring, loading docks
analogue to digital, real-time value reading, 24/7, unsupervised
laser cutting, laser welding, additive process monitoring, quality inspection
security, safety, area commissioning, access control, people analytics
