Regularization techniques such as L1 and L2 norms are well-known for preventing overfitting in machine learning models. The latest advancements, including Dropout and Batch Normalization, are proving even more effective by not only improving model generalization but also by speeding up the convergence during training. These methods are particularly valuable in complex networks where overfitting can degrade the performance of AI applications.
OrbiSky Systems
Aviation and Aerospace Component Manufacturing
Transforming Aerospace Capabilities with Next-Gen Autonomy
About us
OrbiSky Systems is a stealth-mode startup, backed by world-class AI experts, developing next-gen autonomy solutions for aerospace. Our focus is on secure, edge-based AI that enables unprecedented autonomous capabilities in demanding environments. We're quietly advancing AI-powered autonomy to redefine how we tackle complex challenges in aerospace. Stay tuned as we prepare to emerge from stealth mode.
- Website
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https://orbiSky.com/
External link for OrbiSky Systems
- Industry
- Aviation and Aerospace Component Manufacturing
- Company size
- 2-10 employees
- Headquarters
- London
- Type
- Privately Held
- Founded
- 2024
- Specialties
- Sustainable Technology, Environmental Impact Reduction, Positive Social & Environmental Change, Artificial Intelligence, Supercomputing, and Autonomy
Locations
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Primary
Get directions
71-75 Shelton Street Covent Garden
London, WC2H 9JQ, GB
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Houston, Texas, US
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Bradenton, Florida, US
Updates
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At OrbiSky, ensuring the safety of our AI systems begins with rigorous testing protocols. We employ extensive validation and stress testing across various operational scenarios to identify and mitigate potential failures before deployment. Engineers, how do you structure your testing processes to ensure AI robustness and safety?
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Autonomous systems are becoming increasingly sophisticated with improvements in AI. Current trends include better sensor fusion techniques, which integrate data from multiple sources to improve navigation and operational intelligence. This is critical in applications from robotics to autonomous vehicles, where accurate environmental interpretation is key to performance.
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At OrbiSky, we believe in a structured yet flexible approach to AI development. Today, we're lifting the lid on our AI development pipeline, showcasing how we tackle complex challenges, from initial problem definition to real-world deployment. #AI #SoftwareDevelopment #ProblemSolving
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We're delighted to be part of the Cosmic Capital Programme! Thank you SETsquared Surrey, UK Space Agency, University of Surrey, and partners for this fantastic opportunity. We're excited about the tailored support and networking opportunities to accelerate our growth alongside other innovative space tech companies. Looking forward to the journey ahead! #spacetech #space #innovation 🚀 Ian James, Seraphim Space, Rymdkapital, Space Capital
We are delighted to announce that five innovative space tech companies have recently joined the Cosmic Capital Programme. These startups are making strides in both upstream and downstream space industries across the UK. The Cosmic Capital programme is backed by the UK Space Agency and the University of Surrey, and in partnership with SETsquared Partnership and Space South Central. Our mission is to equip these space businesses with the necessary tools, knowledge, and contacts to secure investment and accelerate their growth. Allow us to introduce Satraka Ltd, Applied Atomics, High Temperature Material Systems (HTMS), Universal Atmosphere Processing (UAP) and OrbiSky Systems. Our program is dedicated to helping companies reach new milestones, and we’ll be instrumental in driving their investment readiness in the next few months with tailored business support. Let’s celebrate innovation, collaboration, and the infinite potential of space exploration! Applications are still open; apply now for an opportunity to join other space-tech companies in the Programme. For further details, visit https://lnkd.in/eZPf_qFj #CosmicCapital #BusinessIncubator #UKSpace #Set2 #Investment #SpaceSouthCentral #SurreyResearchPark #UKSpaceAgency
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