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📍 SPIE Photonics West 2026 | Vision Tech + AI Session
On January 21, 2026 (2:00–2:30 PM PST), Brian Geisel, Geisel Software founder and CEO of Symage., will be speaking at SPIE Photonics West on the West Expo Stage 2 (Moscone West).
His talk, “Beyond the Real World: Building High-Fidelity Industrial Vision with Synthetic Images”, will explore a key challenge in industrial computer vision: the limitations of real-world training data.
🔍 The session will cover:
– Why real image datasets struggle to capture rare but critical industrial edge cases
– How physically-accurate synthetic data can augment or replace real data
– Techniques for simulating materials, sensor noise, lens distortion, and lighting
– Using domain randomization to improve sim-to-real generalization
– Creating perfectly labeled, pixel-accurate datasets at scale for production AI systems
🏢 In parallel, Symage by Geisel Software will be exhibiting at Booth 6733, showcasing how physics-based simulation can eliminate data collection and labeling bottlenecks for industrial vision and AI teams.
📅 If you’re attending Photonics West and working on machine vision, robotics, or AI/ML, this session is well worth adding to your schedule.
#PhotonicsWest #ComputerVision #IndustrialAI #SyntheticData #MachineVision #Robotics #AI #DeepLearning
His talk, “Beyond the Real World: Building High-Fidelity Industrial Vision with Synthetic Images”, will explore a key challenge in industrial computer vision: the limitations of real-world training data.
🔍 The session will cover:
– Why real image datasets struggle to capture rare but critical industrial edge cases
– How physically-accurate synthetic data can augment or replace real data
– Techniques for simulating materials, sensor noise, lens distortion, and lighting
– Using domain randomization to improve sim-to-real generalization
– Creating perfectly labeled, pixel-accurate datasets at scale for production AI systems🏢 In parallel, Symage by Geisel Software will be exhibiting at Booth 6733, showcasing how physics-based simulation can eliminate data collection and labeling bottlenecks for industrial vision and AI teams.
📅 If you’re attending Photonics West and working on machine vision, robotics, or AI/ML, this session is well worth adding to your schedule.
#PhotonicsWest #ComputerVision #IndustrialAI #SyntheticData #MachineVision #Robotics #AI #DeepLearning
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43095082189 , geisel.software
PhotonicsWest ,ComputerVision ,IndustrialAI ,SyntheticData ,MachineVision ,Robotics ,AI ,DeepLearning , , ,
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###TOP1INDEX-[from_id]###
#SPIE #Photonics #West #Vision #Tech #SessionOn #January #PST #Brian
PhotonicsWest ,ComputerVision ,IndustrialAI ,SyntheticData ,MachineVision ,Robotics ,AI ,DeepLearning
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