Replete-AI/Apocrypha
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robbie
robb-0
AI & ML interests
i like semiotics and hermeneutics, happens that I train image LoRAs (and in secret fine-tune LLMs.) Billy is my teddy doggy 🐶🐕🦊🧸
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Proud to share the results of our engineering team’s recent work at 
Robonine :
• Together, we applied advanced topology optimization to redesign critical brackets of the manipulator, achieving a 57–76% reduction in structural deflection.
• Our updated model also demonstrated a major stress decrease — from 93 MPa down to 25 MPa — all while staying within the allowed weight increase.
• Although we didn’t fully reach the target tip deviation of 0.3 mm (best achieved: 0.41 mm), the project gave us valuable insights and a solid foundation for the next design iteration.
• Together, we applied advanced topology optimization to redesign critical brackets of the manipulator, achieving a 57–76% reduction in structural deflection.
• Our updated model also demonstrated a major stress decrease — from 93 MPa down to 25 MPa — all while staying within the allowed weight increase.
• Although we didn’t fully reach the target tip deviation of 0.3 mm (best achieved: 0.41 mm), the project gave us valuable insights and a solid foundation for the next design iteration.
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reactedto DualityAI-RebekahBogdanoff's post with 🔥 10 months ago
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🤔 Ready to build better AI models with synthetic data, but don't know where to start? Why go at it alone?💡
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🤩 Join our community today to partner with these super stars, and many more!
➡️ Sign up for a free Falcon subscription here: https://www.duality.ai/edu
➡️Join our Kaggle competition for hands on learning and a chance to win rewards and recognition! https://www.kaggle.com/competitions/multi-instance-object-detection-challenge
👋 Join Duality AI’s Falcon community! It is one of the best resources for support, creativity, and growth as you move along your synthetic data journey.
➡️Our current Kaggle competition is the easiest way to get started: https://www.kaggle.com/competitions/multi-instance-object-detection-challenge
When you join, you'll meet some of the rising stars in our community, such as:
🌟 Sergio Sanz, @sergio-sanz-rodriguez , who took 1st and 2nd place in recent computer vision Kaggle competitions and shared his process of using R-CNN and Falcon-generated images in this article: https://www.duality.ai/blog/leveraging-synthetic-data-for-real-world-object-detection
🌟Mohana pavan Bezawada, @mohanapavan , who has risen in the ranks from the top 25 in the first competition all the way to top scorer in our current competition! His journey illustrates how dedication + Falcon can take you far in your AI journey.
🌟Nadia TRIKI, who delivered top-tier results in two of our recent Kaggle competitions and shared a detailed breakdown of her strategy - showcasing a deep command of AI training workflows and a commitment to helping others succeed.
Ángel Jacinto Sánchez Ruiz, @Sacus , who mastered FalconCloud to create targeted, high-performance datasets and provided crucial feedback and product requests that improved the data not only for him but for all of the current competitors.
🤩 Join our community today to partner with these super stars, and many more!
➡️ Sign up for a free Falcon subscription here: https://www.duality.ai/edu
➡️Join our Kaggle competition for hands on learning and a chance to win rewards and recognition! https://www.kaggle.com/competitions/multi-instance-object-detection-challenge
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