PPT-AdaScale: Towards Real-time Video Object Detection using Adaptive Scaling

AdaScale Towards Realtime Video Object Detection using Adaptive Scaling TingWu Rudy Chin Ruizhuo Ding Diana Marculescu ECE Dept Carnegie Mellon University SysML 2019 Autonomous Cars. Video Analytics. Why Video Analytics?. The increasing rate of crime calls for effective security measures.. Security Personnel, IP Cameras, CCTV are usually employed for these reasons.. But Human vigilance is required in each case which is bound to induce errors. . On-line . Particle Monitors. Joe Zimmerman. Chemtrac. Systems, Inc.. Norcross, GA. Introduction. The goal of CPT monitoring is to determine:. when corrosion is occurring. where corrosion is occurring. J. . Leverett. A. Pratt. R. . Hochman. May 2013 – EE241 Final Project. Introduction to ‘Spikes’. Frequency Range. 10-500Hz. Duration. 3-5ms. Resolution. 8-bit. ‘Spikes,’. a. lso called ‘action potentials,’ are when the electrical potential of a neuron rises shortly. It is part of the communication protocol of the brain. . Project: FastPass. Csaba Beleznai, Stephan Veigl, Michael Rauter. David Schreiber, Andreas Kriechbaum. Video- and Security Technology. Safety & Security Department. AIT Austrian Institute of Technology GmbH. ECE . 7502 Class Discussion . Qing Qin. April 2, 2015. Requirements. Specification. Architecture. Logic / Circuits. Physical Design. Fabrication. Manufacturing Test. Packaging Test. PCB Test. System Test. for Object Detection. Forrest Iandola, . Ning. Zhang, Ross . Girshick. , Trevor Darrell, and Kurt . Keutzer. Deformable Parts Model (DPM): state of the art algorithm for object detection [1]. Several attempts to accelerate multi-category DPM detection, such as [2] [3]. Remove auto-advancing after creating a video version:. On/Off:. In the tabs (not menu): “Slide Show” . [X] Play Narrations. [X] Use Timings. [ ] Show Media Controls. Clear the timings completely:. Facebook AI Research. Wenchi. Ma. Data: 11/04/2016. More information from object detection. More information from object detection. More information from object detection. Object Detection for now with Deep Learning. 2018. Adaptive temporal antialiasing. “…the hardest problem in computer graphics is finding something that hasn’t already been done. That is your challenge.”. Jim Blinn, 1987. The State of (Anti)aliasing in Real Time. This paper was published in the journal . Signal Processing: Image Communication, EURASIP, 2005 . . Goal of the method proposed. Goal. . . Early detection of fire before it spreads around.. Why?. . Supported by ERC starting grant.. IEEE INFOCOM 2017, Atlanta, GA, USA. Mor. Sides. , . Anat. . Bremler. -Barr, Eli . Brosh. Interdisciplinary Center, . Herzliya. , Israel. Distributed Denial of Service. TH TH H E R E R EAL EAL O ON N E S E S T EP R Pathogen and product description species are gram-negative, nonspore forming, spiral, or curved-shaped bacteria. Among the more than 26 species currentl is a Compressive Multispectral . (MS) and . Hyperspectral . (HS) Foveal . Video Sensor (CMHFVS) developed under the strategic partnership with Prof. Kevin Kelly in Rice University. It is a unique state-of-the-art computational imaging system that combines both optical and computational elements with real-time adaptive configurability to address user’s needs in challenging multiple-threat and multiple-mission environment. It provides . . Brett Shapiro. 25 . February . 2011. 1. G1100161. Control Loops Keep LIGO Running. Evolving seismic noise from:. weather. people. … adaptive control also makes a very good thesis topic…. 2. How are Adaptive Loops Useful?.