Analytics

Audio analytics

• Smarter data pipelines for audio - https://github.com/spotify/klio
• Using sound to detect failures - https://www.signally.ai/blog/using-sound-to-predict-failures
• Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection - https://zenodo.org/record/3384388#.YGGr90MvA8o
• MMI dataset for Malfunctioning Industrial Machine Investigation and Inspection - https://arxiv.org/abs/1909.09347

Video analytics

• Scaling Video Analytics Systemsto Large Camera Deployments - https://arxiv.org/pdf/1809.02318.pdf
• Detection of train passing using IoT - https://github.com/cmawer/pycon-2016-trainspotting/blob/gh-pages/trainspotting-blog.ipynb
• Streaming video analysis in python - https://www.svds.com/streaming-video-analysis-python/
• Build a Deep Learning Video Analytics Framework - https://www.slideshare.net/IntelSoftware/build-a-deep-learning-video-analytics-framework-siggraph-2019-technical-sessions
• Building Intelligent Video Analytics Apps using NVIDIA deepstream - https://developer.nvidia.com/blog/building-iva-apps-using-deepstream-5-0-updated-for-ga/
• Intel video analytics git - https://github.com/intel/video-analytics-serving
• Open visual cloud Optimized media, analytics, and graphics software stacks- https://github.com/OpenVisualCloud
• Visual data management system - https://github.com/IntelLabs/vdms
• How video analytics is changing the way we store video - https://www.snia.org/sites/default/files/CSI/How-Video-Analytics-is-Changing-the-Way-We-Store-Video-Final.pdf