2023/10/28 –, track 1
Python's role in the video industry and high-tech research is undeniable. But how well does it bridge the gap between video enhancement research and the industry? This talk explores the challenges of integrating Python with real-world datasets to achieve high-quality videos. Join us as we delve into the complexities. Don't miss this opportunity to explore the future of video+Python.
In this thriving AI era, groundbreaking research and technologies emerge constantly. The Computer Vision revolution sparked the AI movement with milestones like AlexNet in 2012. However, many academic codebases lack the complexity and real-world challenges of industry data. Python, a driving force in AI, is often used for research implementation but falls short in integrating cutting-edge algorithms into complete video pipelines.
Join us as we share our experiences, experiments, and insights applying state-of-the-art video enhancement research to premium content. We'll delve into the challenges faced when bridging academic Python codebases, research datasets, real-world video content, and video processing pipelines.
Explore:
- Types of video quality enhancement research and their significance
- The gap between SOTA video research and the industry
- Python codebase considerations
- Handling diverse video datasets effectively
- Optimizing video processing pipelines
- Strategies to narrow the gap and achieve seamless integration
- Engaging demonstrations showcasing enhanced videos across various domains
Don't miss this enlightening session where we unravel the complexities of implementing advanced video research and explore ways to revolutionize the industry with Python.
Drake is an expert in streaming and computer graphics (just within some sub-field). He was serving as the Chief Technology Officer in KKStream, and now a Executive Vice President of Advanced Research Center in KKCompany Technologies. KKCompany is a leading company in music streaming, video streaming, AI, and cloud computing. Drake is enthusiastic about technology, and spends a lot of time in the communities of Taiwan Multimedia Tech meetup (was Taipei Video Tech) and PyCon Taiwan to share what he thinks about and promote technical development. Cheer~