Applications of AI and PyTorch in Asia Pacific
summary
PyTorch dominates research labs across APAC and is now moving into production thanks to C++ interface, TorchServe, mobile support; common e-commerce builds include deep product tagging that extracts dozens of attributes per image, visual-similarity recommendations, image retrieval and flat-sketch tagging deployed at firms like ViSenze, Uniqlo and Bukalapak. Finance deployments center on trade finance automation (OCR → structured fields → anomaly-to-rule extraction) and large-scale NLP for automatic financial analysis across thousands of pages, with proven pilots at DBS and BCA. Production advice: version data and models, monitor distribution drift and add circuit breakers.
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chapters (12)
- 0:00Introduction
- 0:54Agenda
- 1:55Applications of AI
- 3:01Key differentiating factor
- 3:32Computer Vision Applications
- 8:41NLP Applications
- 15:00Deep Learning
- 16:40Machine Learning
- 17:47Domain Knowledge
- 21:00Stages of Getting Started
- 23:17Resources
- 24:24Conclusion
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